2025-06-28 13:27.10: New job: test ahrefs/ocannl https://github.com/ahrefs/ocannl.git#refs/heads/master (6da09c405fb756876a6112ae11b4014e3157b0fc) (freebsd-x86_64:freebsd-14.2-5.3_opam-2.3) Base: freebsd-14.2-ocaml-5.3 Opam project build To reproduce locally: git clone --recursive "https://github.com/ahrefs/ocannl.git" -b "master" && cd "ocannl" && git reset --hard 6da09c40 cat > Dockerfile <<'END-OF-DOCKERFILE' FROM freebsd-14.2-ocaml-5.3 # freebsd-14.2-5.3_opam-2.3 USER 1000:1000 ENV CLICOLOR_FORCE="1" ENV OPAMCOLOR="always" WORKDIR /src RUN sudo ln -f /usr/local/bin/opam-2.3 /usr/local/bin/opam RUN opam init --reinit -ni RUN uname -rs && opam exec -- ocaml -version && opam --version WORKDIR /src RUN sudo chown opam /src RUN cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u COPY --chown=1000:1000 neural_nets_lib.opam arrayjit.opam ./ RUN opam pin add -yn neural_nets_lib.dev './' && \ opam pin add -yn arrayjit.dev './' RUN echo '(lang dune 3.0)' > './dune-project' ENV DEPS="angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0" ENV CI="true" ENV OCAMLCI="true" RUN opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS RUN opam install $DEPS COPY --chown=1000:1000 . /src RUN opam exec -- dune build @install @check @runtest && rm -rf _build END-OF-DOCKERFILE docker build . END-REPRO-BLOCK 2025-06-28 13:27.10: Using cache hint "ahrefs/ocannl-freebsd-14.2-ocaml-5.3-freebsd-14.2-5.3_opam-2.3-82912e70cd030e6e6af979ac4425a6a2" 2025-06-28 13:27.10: Using OBuilder spec: ((from freebsd-14.2-ocaml-5.3) (comment freebsd-14.2-5.3_opam-2.3) (user (uid 1000) (gid 1000)) (env CLICOLOR_FORCE 1) (env OPAMCOLOR always) (workdir /src) (run (shell "sudo ln -f /usr/local/bin/opam-2.3 /usr/local/bin/opam")) (run (shell "opam init --reinit -ni")) (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) (workdir /src) (run (shell "sudo chown opam /src")) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u")) (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) (run (network host) (shell "opam pin add -yn neural_nets_lib.dev './' && \ \nopam pin add -yn arrayjit.dev './'")) (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0") (env CI true) (env OCAMLCI true) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS")) (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam install $DEPS")) (copy (src .) (dst /src)) (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")) ) 2025-06-28 13:27.10: Waiting for resource in pool OCluster 2025-06-28 13:27.10: Waiting for worker… 2025-06-28 13:27.10: Got resource from pool OCluster Building on rosemary Updating files: 100% (133/133), done. HEAD is now at 2761d95d Revert constancy-tracking for Virtual; formatting HEAD is now at 6da09c40 No, it's not possible without too much complexity (from freebsd-14.2-ocaml-5.3) 2025-06-28 13:29.42 ---> using "47c9a03b962be450225081ed69acde1f5c6dadb6d1106d9b1a8b4fd61c2defa6" from cache /: (comment freebsd-14.2-5.3_opam-2.3) /: (user (uid 1000) (gid 1000)) /: (env CLICOLOR_FORCE 1) /: (env OPAMCOLOR always) /: (workdir /src) /src: (run (shell "sudo ln -f /usr/local/bin/opam-2.3 /usr/local/bin/opam")) 2025-06-28 13:29.43 ---> using "6c919feff42b8acbece064f547886f17e62a0f8c652c95803d5cc1a0edc05bf0" from cache /src: (run (shell "opam init --reinit -ni")) No configuration file found, using built-in defaults. Checking for available remotes: rsync and local, git. - you won't be able to use mercurial repositories unless you install the hg command on your system. - you won't be able to use darcs repositories unless you install the darcs command on your system. This version of opam requires an update to the layout of /home/opam/.opam from version 2.1 to version 2.2, which can't be reverted. You may want to back it up before going further. Continue? [y/n] y [NOTE] The 'jobs' option was reset, its value was 1 and its new value will vary according to the current number of cores on your machine. You can restore the fixed value using: opam option jobs=1 --global Format upgrade done. <><> Updating repositories ><><><><><><><><><><><><><><><><><><><><><><><><><><> [default] no changes from git+file:///home/opam/opam-repository 2025-06-28 13:29.43 ---> using "ef1aecc2d79e0d6d7a69975e03fbee48aae321cc5ded967c4b85817abcd33408" from cache /src: (run (shell "uname -rs && opam exec -- ocaml -version && opam --version")) FreeBSD 14.2-RELEASE-p1 The OCaml toplevel, version 5.3.0 2.3.0 2025-06-28 13:29.43 ---> using "b81c61e28dd398a2621aef3fc778c808fda4399fe66dbfb28a40b55bd44ce32a" from cache /src: (workdir /src) /src: (run (shell "sudo chown opam /src")) 2025-06-28 13:29.44 ---> using "46859cd3f1ed5f6081f98d282b27cc9fcab2b0b04b4be45ac52d723eb6d8a59e" from cache /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "cd ~/opam-repository && (git cat-file -e 7210227672addfb4db789560e45923f54c0aeab1 || git fetch origin master) && git reset -q --hard 7210227672addfb4db789560e45923f54c0aeab1 && git log --no-decorate -n1 --oneline && opam update -u")) From https://github.com/ocaml/opam-repository * branch master -> FETCH_HEAD 0d013e603b..2ca36230be master -> origin/master 7210227672 Merge pull request #28100 from smuenzel/ppx-deriving-6.1.0-ocaml-5.4 <><> Updating package repositories ><><><><><><><><><><><><><><><><><><><><><><> [default] synchronised from git+file:///home/opam/opam-repository Everything as up-to-date as possible (run with --verbose to show unavailable upgrades). The following packages are not being upgraded because the new versions conflict with other installed packages: - ocaml.5.5.0 - ocaml-compiler.5.5 ∗ ocaml-base-compiler.5.4.0~alpha1 is installed and requires ocaml-compiler = 5.4.0~alpha1 However, you may "opam upgrade" these packages explicitly, which will ask permission to downgrade or uninstall the conflicting packages. Nothing to do. 2025-06-28 13:29.44 ---> using "df5cbf7c6d579d00733fc19c67adff8808df2b4651fde016e098fb9609c751c4" from cache /src: (copy (src neural_nets_lib.opam arrayjit.opam) (dst ./)) 2025-06-28 13:29.44 ---> using "1265d5d1459aabe508e6ad42c55d5725ea33ab5e63a2d0f652c31f82c17080c2" from cache /src: (run (network host) (shell "opam pin add -yn neural_nets_lib.dev './' && \ \nopam pin add -yn arrayjit.dev './'")) [neural_nets_lib.dev] synchronised (file:///src) neural_nets_lib is now pinned to file:///src (version dev) [arrayjit.dev] synchronised (file:///src) arrayjit is now pinned to file:///src (version dev) 2025-06-28 13:29.45 ---> using "53c1f5d5cfac7e6e4f2a32ec5ae6d7fedc5fe8493ce3d7fa6baab1a5ba57a56d" from cache /src: (run (network host) (shell "echo '(lang dune 3.0)' > './dune-project'")) 2025-06-28 13:29.45 ---> using "e79faa975ecf1f325bdfc26fa4ccd6fdaa1f1f11afed0d178a16407a1d8465ee" from cache /src: (env DEPS "angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0") /src: (env CI true) /src: (env OCAMLCI true) /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam update --depexts && opam install --cli=2.3 --depext-only -y neural_nets_lib.dev arrayjit.dev $DEPS")) [WARNING] Unknown update command for bsd, skipping system update <><> Synchronising pinned packages ><><><><><><><><><><><><><><><><><><><><><><> [arrayjit.dev] synchronised (file:///src) [neural_nets_lib.dev] synchronised (file:///src) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). 2025-06-28 13:29.46 ---> using "f1d84943b193cc02b1fd16ffb0535db0a1c303ba31b7662826c2adb35f4b1225" from cache /src: (run (cache (opam-archives (target /home/opam/.opam/download-cache))) (network host) (shell "opam install $DEPS")) [NOTE] Package ocaml-options-vanilla is already installed (current version is 1). [NOTE] Package ocaml-config is already installed (current version is 3). [NOTE] Package ocaml-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml-base-compiler is already installed (current version is 5.3.0). [NOTE] Package ocaml is already installed (current version is 5.3.0). [NOTE] Package base-unix is already installed (current version is base). [NOTE] Package base-threads is already installed (current version is base). [NOTE] Package base-nnp is already installed (current version is base). [NOTE] Package base-effects is already installed (current version is base). [NOTE] Package base-domains is already installed (current version is base). [NOTE] Package base-bigarray is already installed (current version is base). The following actions will be performed: === install 81 packages ∗ angstrom 0.16.1 ∗ astring 0.8.5 ∗ backoff 0.1.1 ∗ base v0.17.3 ∗ base-bytes base ∗ bigarray-compat 1.1.0 ∗ bigstringaf 0.10.0 ∗ camlp-streams 5.0.1 ∗ camlzip 1.13 ∗ cmdliner 1.3.0 ∗ conf-libcurl 2 ∗ conf-libffi 2.0.0 ∗ conf-pkg-config 4 ∗ conf-zlib 1 ∗ cppo 1.8.0 ∗ csexp 1.5.2 ∗ csv 2.4 ∗ ctypes 0.23.0 ∗ ctypes-foreign 0.23.0 ∗ curl 0.10.0 ∗ dune 3.19.1 ∗ dune-configurator 3.19.1 ∗ fieldslib v0.17.0 ∗ fmt 0.10.0 ∗ integers 0.7.0 ∗ jane-street-headers v0.17.0 ∗ jst-config v0.17.0 ∗ logs 0.8.0 ∗ mdx 2.5.0 ∗ mtime 2.1.0 ∗ multicore-magic 2.3.1 ∗ num 1.6 ∗ ocaml-compiler-libs v0.17.0 ∗ ocaml-syntax-shims 1.0.0 ∗ ocaml-version 4.0.1 ∗ ocaml_intrinsics_kernel v0.17.1 ∗ ocamlbuild 0.16.1 ∗ ocamlfind 1.9.8 ∗ parsexp v0.17.0 ∗ pprint 20230830 ∗ ppx_assert v0.17.0 ∗ ppx_base v0.17.0 ∗ ppx_cold v0.17.0 ∗ ppx_compare v0.17.0 ∗ ppx_derivers 1.2.1 ∗ ppx_deriving 6.1.0 ∗ ppx_enumerate v0.17.0 ∗ ppx_expect v0.17.3 ∗ ppx_fields_conv v0.17.0 ∗ ppx_globalize v0.17.2 ∗ ppx_hash v0.17.0 ∗ ppx_here v0.17.0 ∗ ppx_inline_test v0.17.1 ∗ ppx_minidebug 2.3.0 ∗ ppx_optcomp v0.17.1 ∗ ppx_sexp_conv v0.17.1 ∗ ppx_string v0.17.0 ∗ ppx_variants_conv v0.17.1 ∗ ppxlib 0.36.0 ∗ ppxlib_jane v0.17.4 ∗ printbox 0.12 ∗ printbox-ext-plot 0.12 ∗ printbox-html 0.12 ∗ printbox-md 0.12 ∗ printbox-text 0.12 ∗ ptime 1.2.0 ∗ re 1.12.0 ∗ result 1.5 ∗ saturn_lockfree 0.5.0 ∗ seq base ∗ sexplib v0.17.0 ∗ sexplib0 v0.17.0 ∗ stdio v0.17.0 ∗ stdlib-shims 0.3.0 ∗ thread-local-storage 0.2 ∗ time_now v0.17.0 ∗ topkg 1.0.8 ∗ tyxml 4.6.0 ∗ uucp 16.0.0 ∗ uutf 1.0.4 ∗ variantslib v0.17.0 <><> Processing actions <><><><><><><><><><><><><><><><><><><><><><><><><><><><> ⬇ retrieved backoff.0.1.1 (cached) ⬇ retrieved astring.0.8.5 (cached) ⬇ retrieved base.v0.17.3 (cached) ⬇ retrieved bigarray-compat.1.1.0 (cached) ⬇ retrieved bigstringaf.0.10.0 (cached) ⬇ retrieved camlp-streams.5.0.1 (cached) ⬇ retrieved camlzip.1.13 (cached) ∗ installed conf-libcurl.2 ⬇ retrieved cmdliner.1.3.0 (cached) ⬇ retrieved csexp.1.5.2 (cached) ∗ installed conf-pkg-config.4 ∗ installed conf-libffi.2.0.0 ⬇ retrieved cppo.1.8.0 (cached) ∗ installed conf-zlib.1 ⬇ retrieved angstrom.0.16.1 (cached) ⬇ retrieved ctypes.0.23.0, ctypes-foreign.0.23.0 (cached) ⬇ retrieved curl.0.10.0 (cached) ⬇ retrieved csv.2.4 (cached) ⬇ retrieved fmt.0.10.0 (cached) ⬇ retrieved fieldslib.v0.17.0 (cached) ⬇ retrieved integers.0.7.0 (cached) ⬇ retrieved jane-street-headers.v0.17.0 (cached) ⬇ retrieved logs.0.8.0 (cached) ⬇ retrieved jst-config.v0.17.0 (cached) ⬇ retrieved mtime.2.1.0 (cached) ⬇ retrieved multicore-magic.2.3.1 (cached) ⬇ retrieved mdx.2.5.0 (cached) ⬇ retrieved num.1.6 (cached) ⬇ retrieved ocaml-compiler-libs.v0.17.0 (cached) ⬇ retrieved ocaml-syntax-shims.1.0.0 (cached) ⬇ retrieved ocaml-version.4.0.1 (cached) ⬇ retrieved ocaml_intrinsics_kernel.v0.17.1 (cached) ⬇ retrieved ocamlfind.1.9.8 (cached) ⬇ retrieved parsexp.v0.17.0 (cached) ⬇ retrieved ocamlbuild.0.16.1 (cached) ⬇ retrieved ppx_assert.v0.17.0 (cached) ⬇ retrieved pprint.20230830 (cached) ⬇ retrieved ppx_cold.v0.17.0 (cached) ⬇ retrieved ppx_base.v0.17.0 (cached) ⬇ retrieved ppx_derivers.1.2.1 (cached) ⬇ retrieved ppx_compare.v0.17.0 (cached) ⬇ retrieved ppx_deriving.6.1.0 (cached) ⬇ retrieved ppx_expect.v0.17.3 (cached) ⬇ retrieved ppx_enumerate.v0.17.0 (cached) ⬇ retrieved ppx_fields_conv.v0.17.0 (cached) ⬇ retrieved ppx_globalize.v0.17.2 (cached) ⬇ retrieved ppx_here.v0.17.0 (cached) ⬇ retrieved ppx_inline_test.v0.17.1 (cached) ⬇ retrieved ppx_hash.v0.17.0 (cached) ⬇ retrieved ppx_optcomp.v0.17.1 (cached) ⬇ retrieved ppx_minidebug.2.3.0 (cached) ⬇ retrieved ppx_sexp_conv.v0.17.1 (cached) ⬇ retrieved ppx_string.v0.17.0 (cached) ⬇ retrieved ppx_variants_conv.v0.17.1 (cached) ⬇ retrieved ppxlib_jane.v0.17.4 (cached) ⬇ retrieved ppxlib.0.36.0 (cached) ⬇ retrieved printbox.0.12, printbox-ext-plot.0.12, printbox-html.0.12, printbox-md.0.12, printbox-text.0.12 (cached) ⬇ retrieved ptime.1.2.0 (cached) ⬇ retrieved re.1.12.0 (cached) ⬇ retrieved result.1.5 (cached) ⬇ retrieved seq.base (cached) ∗ installed seq.base ⬇ retrieved saturn_lockfree.0.5.0 (cached) ⬇ retrieved sexplib.v0.17.0 (cached) ⬇ retrieved sexplib0.v0.17.0 (cached) ⬇ retrieved stdio.v0.17.0 (cached) ⬇ retrieved dune.3.19.1, dune-configurator.3.19.1 (cached) ⬇ retrieved time_now.v0.17.0 (cached) ⬇ retrieved thread-local-storage.0.2 (cached) ⬇ retrieved topkg.1.0.8 (cached) ⬇ retrieved stdlib-shims.0.3.0 (cached) ⬇ retrieved tyxml.4.6.0 (cached) ⬇ retrieved uutf.1.0.4 (cached) ∗ installed num.1.6 ⬇ retrieved variantslib.v0.17.0 (cached) ⬇ retrieved uucp.16.0.0 (cached) ∗ installed cmdliner.1.3.0 ∗ installed ocamlbuild.0.16.1 ∗ installed ocamlfind.1.9.8 ∗ installed base-bytes.base ∗ installed camlzip.1.13 ∗ installed topkg.1.0.8 ∗ installed uutf.1.0.4 ∗ installed mtime.2.1.0 ∗ installed fmt.0.10.0 ∗ installed ptime.1.2.0 ∗ installed astring.0.8.5 ∗ installed logs.0.8.0 ∗ installed dune.3.19.1 ∗ installed jane-street-headers.v0.17.0 ∗ installed csexp.1.5.2 ∗ installed thread-local-storage.0.2 ∗ installed stdlib-shims.0.3.0 ∗ installed sexplib0.v0.17.0 ∗ installed result.1.5 ∗ installed re.1.12.0 ∗ installed printbox.0.12 ∗ installed ppx_derivers.1.2.1 ∗ installed pprint.20230830 ∗ installed ocaml_intrinsics_kernel.v0.17.1 ∗ installed ocaml-version.4.0.1 ∗ installed ocaml-syntax-shims.1.0.0 ∗ installed ocaml-compiler-libs.v0.17.0 ∗ installed multicore-magic.2.3.1 ∗ installed csv.2.4 ∗ installed cppo.1.8.0 ∗ installed camlp-streams.5.0.1 ∗ installed bigarray-compat.1.1.0 ∗ installed backoff.0.1.1 ∗ installed integers.0.7.0 ∗ installed saturn_lockfree.0.5.0 ∗ installed parsexp.v0.17.0 ∗ installed dune-configurator.3.19.1 ∗ installed bigstringaf.0.10.0 ∗ installed sexplib.v0.17.0 ∗ installed uucp.16.0.0 ∗ installed angstrom.0.16.1 ∗ installed mdx.2.5.0 ∗ installed tyxml.4.6.0 ∗ installed printbox-text.0.12 ∗ installed printbox-html.0.12 ∗ installed curl.0.10.0 ∗ installed printbox-md.0.12 ∗ installed printbox-ext-plot.0.12 ∗ installed ctypes.0.23.0 ∗ installed base.v0.17.3 ∗ installed fieldslib.v0.17.0 ∗ installed variantslib.v0.17.0 ∗ installed ctypes-foreign.0.23.0 ∗ installed stdio.v0.17.0 ∗ installed ppxlib.0.36.0 ∗ installed ppx_here.v0.17.0 ∗ installed ppx_cold.v0.17.0 ∗ installed ppx_variants_conv.v0.17.1 ∗ installed ppx_optcomp.v0.17.1 ∗ installed ppxlib_jane.v0.17.4 ∗ installed ppx_fields_conv.v0.17.0 ∗ installed ppx_deriving.6.1.0 ∗ installed ppx_globalize.v0.17.2 ∗ installed ppx_enumerate.v0.17.0 ∗ installed ppx_compare.v0.17.0 ∗ installed ppx_sexp_conv.v0.17.1 ∗ installed ppx_hash.v0.17.0 ∗ installed ppx_assert.v0.17.0 ∗ installed ppx_base.v0.17.0 ∗ installed ppx_minidebug.2.3.0 ∗ installed ppx_string.v0.17.0 ∗ installed jst-config.v0.17.0 ∗ installed time_now.v0.17.0 ∗ installed ppx_inline_test.v0.17.1 ∗ installed ppx_expect.v0.17.3 Done. 2025-06-28 13:29.46 ---> using "1ad97d4fccf46af9d9c29c69e3999a3b38ee7c8106644513b6298a17165f2391" from cache /src: (copy (src .) (dst /src)) 2025-06-28 13:30.00 ---> saved as "15f584cc4b10c5ba8b2bb0ae3455581cf8185e1d31db52b39aa043dfc23205c9" /src: (run (shell "opam exec -- dune build @install @check @runtest && rm -rf _build")) File "arrayjit/test/dune", line 6, characters 7-15: 6 | (pps ppx_jane))) ^^^^^^^^ Error: Library "ppx_jane" not found. -> required by _build/default/arrayjit/test/.merlin-conf/exe-test_numerical_types -> required by alias arrayjit/test/check (cd _build/default/test/config && ../../arrayjit/bin/read_config.exe --read=backend) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/config/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Wrote value of 'backend' to ocannl_backend.txt (cd _build/default/test_ppx && ./test_ppx_op.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/default/test_ppx && ./test_ppx_op_expected.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test_ppx/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/dune", lines 30-40, characters 0-281: 30 | (rule 31 | (alias runtest) 32 | (target 33 | (dir log_files)) 34 | (action 35 | (run 36 | %{dep:micrograd_demo_logging.exe} 37 | "--ocannl_debug_backend=text" 38 | "--ocannl_log_file_stem=micrograd_demo_logging" 39 | "--ocannl_log_main_domain_to_stdout=false" 40 | "--ocannl_debug_log_to_stream_files=true"))) (cd _build/default/test && ./micrograd_demo_logging.exe --ocannl_debug_backend=text --ocannl_log_file_stem=micrograd_demo_logging --ocannl_log_main_domain_to_stdout=false --ocannl_debug_log_to_stream_files=true) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Retrieving commandline, environment, or config file variable ocannl_cd_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Found true, commandline --ocannl_debug_log_to_stream_files=true Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default cc Fatal error: exception Sys_error("build_files/g_gradient_update_run_id_1.log: No such file or directory") Raised by primitive operation at Stdlib.open_in_gen in file "stdlib.ml", line 405, characters 28-54 Called from Stdio__In_channel.with_file in file "src/in_channel.ml", line 18, characters 45-66 Called from Stdio__In_channel.read_all in file "src/in_channel.ml" (inlined), line 86, characters 21-49 Called from Backends__Cc_backend.c_compile_and_load in file "arrayjit/lib/cc_backend.ml", line 77, characters 8-43 Re-raised at Backends__Cc_backend.c_compile_and_load in file "arrayjit/lib/cc_backend.ml", lines 74-80, characters 18-23 Re-raised at Backends__Cc_backend.c_compile_and_load in file "arrayjit/lib/cc_backend.ml", lines 57-85, characters 35-8 Called from Backends__Cc_backend.compile in file "arrayjit/lib/cc_backend.ml", line 123, characters 23-67 Called from Backends.Add_device.compile in file "arrayjit/lib/backends.ml", line 263, characters 15-45 Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 380, characters 29-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 380, characters 4-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 Called from Ocannl__Train.to_routine in file "lib/train.ml", line 350, characters 26-82 Called from Dune__exe__Micrograd_demo_logging in file "test/micrograd_demo_logging.ml", line 34, characters 13-67 File "test/test_print_style.expected", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/test_print_style.expected _build/default/test/test_print_style.exe.output diff --git a/_build/default/test/test_print_style.expected b/_build/default/test/test_print_style.exe.output index e51ab37..c55c8ad 100644 --- a/_build/default/test/test_print_style.expected +++ b/_build/default/test/test_print_style.exe.output @@ -1,5 +1,5 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Testing print_style functionality: File "test/einsum/test_conv_syntax.expected", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/test_conv_syntax.expected _build/default/test/einsum/test_conv_syntax.exe.output diff --git a/_build/default/test/einsum/test_conv_syntax.expected b/_build/default/test/einsum/test_conv_syntax.exe.output index 4bd5a1c..0580e1e 100644 --- a/_build/default/test/einsum/test_conv_syntax.expected +++ b/_build/default/test/einsum/test_conv_syntax.exe.output @@ -1,5 +1,5 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Testing conv syntax parsing... (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/4147bcf7dacc796e53f1ba0d622c45f3/default/test/ocannl_config.' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Retrieving commandline, environment, or config file variable ocannl_log_level' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition '' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition 'Found 0, in the config file' -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/einsum/dune", line 13, characters 7-25: 13 | (name einsum_trivia_exec) ^^^^^^^^^^^^^^^^^^ (cd _build/default/test/einsum && ./einsum_trivia_exec.exe) > _build/default/test/einsum/einsum_trivia_exec.exe.output Fatal error: exception Invalid_argument("Tnode.update_memory_mode: update 46 -> 35 inconsistent for r2x4x3") Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45 Called from Ir__Low_level.visit_llc.(fun) in file "arrayjit/lib/low_level.ml", line 281, characters 45-85 Called from Base__Hashtbl.iteri in file "src/hashtbl.ml", line 281, characters 48-60 Re-raised at Base__Hashtbl.iteri in file "src/hashtbl.ml", line 288, characters 6-15 Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 888-889, characters 2-7 Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-901, characters 30-49 Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1164, characters 15-57 Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85 Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 Called from Dune__exe__Einsum_trivia_exec in file "test/einsum/einsum_trivia_exec.ml", line 125, characters 12-47 (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition hello_world_op.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition einsum_trivia.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition zero2hero_1of7.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition primitive_ops.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/dune", line 4, characters 7-30: 4 | (name moons_demo_parallel_run) ^^^^^^^^^^^^^^^^^^^^^^^ (cd _build/default/test && ./moons_demo_parallel_run.exe) Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file ("Set log_level to" 1) └─{orphaned from #24} Retrieving commandline, environment, or config file variable ocannl_backend Found multicore_cc, in the config file Properties of devices: (multicore_devices (device ((device_name CPU) (device_ordinal 0) (num_domains 40)))) @!Retrieving commandline, environment, or config file variable ocannl_prefer_backend_uniformity Found true, in the config file Retrieving commandline, environment, or config file variable ocannl_debug_log_to_stream_files Not found, using default false Retrieving commandline, environment, or config file variable ocannl_ll_ident_style Not found, using default heuristic Retrieving commandline, environment, or config file variable ocannl_cc_backend_optimization_level Not found, using default 3 Retrieving commandline, environment, or config file variable ocannl_cc_backend_compiler_command Not found, using default cc Fatal error: exception (Option.value_exn arrayjit/lib/backends.ml:296:28) Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37 Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21 Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44 Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81 Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96 Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97 Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18 Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46 Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18 Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18 Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69 Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 418-428, characters 4-39 Called from Dune__exe__Moons_demo_parallel_run.main in file "test/moons_demo_parallel_run.ml", lines 65-69, characters 4-8 Called from Base__Exn.protectx in file "src/exn.ml", line 79, characters 8-11 Re-raised at Base__Exn.raise_with_original_backtrace in file "src/exn.ml" (inlined), line 59, characters 2-50 Called from Base__Exn.protectx in file "src/exn.ml", line 86, characters 13-49 Called from Base__Exn.protect in file "src/exn.ml" (inlined), line 92, characters 26-49 Called from Dune__exe__Moons_demo_parallel_run in file "test/moons_demo_parallel_run.ml", line 90, characters 2-53 (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition moons_demo_parallel.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/einsum/moons_demo_variant.expected", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum/moons_demo_variant.expected _build/default/test/einsum/moons_demo_variant.exe.output diff --git a/_build/default/test/einsum/moons_demo_variant.expected b/_build/default/test/einsum/moons_demo_variant.exe.output index 68171df..ca22c59 100644 --- a/_build/default/test/einsum/moons_demo_variant.expected +++ b/_build/default/test/einsum/moons_demo_variant.exe.output @@ -1,57 +1,52 @@ -Welcome to OCANNL! Reading configuration defaults from /Users/lukstafi/ocannl/_build/default/test/einsum/ocannl_config. +Welcome to OCANNL! Reading configuration defaults from /src/_build/default/test/einsum/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file Half-moons scatterplot and decision boundary: ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│****************************#***********************************************************************│ -│****************************###***###***#***********************************************************│ -│***************************#********#***#**********************************************************.│ -│********************#*********************##*#*#************************************************....│ -│******************#***#*****##*#*#*#****#*#*#*##**********************************************......│ -│**************#*#**###**#*##**##********#**#****###**#*************************************.........│ -│***********#***##***#**##*****************#*#*##*###*************************************...........│ -│***************#**###******************************##*#********************************.............│ -│*************#*****#******************************#*#***#*#*************************................│ -│*********#***#************************************##*###**#***********************..................│ -│******#***#*#*#******************************************#*#*******************.....................│ -│*****###****#*******************************************#********************.......................│ -│*******#*###***********************************************#*#************..........................│ -│**********##**********************%%*********************#**##**********............................│ -│*****#***#**********************%**%%********************************.............................%.│ -│**####*************************%**%**************************##*#**............................%...%│ -│****#**************************%%**%*************************#*#*..............................%....│ -│*#****##************************%*...%*********************##*..#...........................%...%%..│ -│****#*#***********************.%..%.%........................#..#.............................%.%...│ -│##*##*********************.......%.............................#.##.........................%.%.%%%.│ -│**#####*****************.......%...%%.......................................................%..%.%..│ -│**********************...........%.%.%%.....................#.#.#.#.............................%%..│ -│***##****************............%..%..%........................#.#.........................%...%...│ -│##**#**************................%...%.....................#..###......................%.%%.......│ -│###***************...............%.%.%...........................##............................%....│ 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+│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ +│****************************************************************************************************│ └────────────────────────────────────────────────────────────────────────────────────────────────────┘Loss: ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ 3.79e+1│- │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ +│ 2.92e+6│ - - │ │ │ │ │ │ │ │ │ │ @@ -61,124 +56,129 @@ Half-moons scatterplot and decision boundary: │ │ │ │ │ │ │ │ │ +│ │ - - │ │ │ │ │ │ │ +│ │ - - │ +│ │ - - - - │ +│ │ - - │ +│ │ - - │ │ │ │ │l │ │ -│o │ │ -│s │ │ -│s │ │ -│ │ │ -│ │ │ +│o │ - - │ +│s │ - - │ +│s │ - - - - │ +│ │ - - │ +│ │ │ +│ │ - - │ +│ │ - - - - - - │ +│ │ - - │ +│ │ - - - - - - - - │ +│ │ - - - - │ +│ │ │ +│ │ │ +│ │ │ +│ │ - - - - │ +│ │ - - - - - - │ +│ │ - - │ +│ │ - - │ +│ │- - - - │ +│ │ - - - - - - - - │ +│ │ - - - - │ +│ 1.99e+5│ - - - - │ +├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ +│ │0.00 7.90e+1│ +│ │ step │ +└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility: +┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ +│ 1.48e+1│ - - │ │ │ │ │ │ │ │ │ │ +│ │ - - │ +│ │ - - │ +│ │ - - - - │ +│ │ - - - - │ │ │ │ +│ │ - - │ +│ │ - - - - │ +│ │ - - - - │ │ │ │ +│ │ - - │ +│ │ - - - - - - - - │ +│ │ - - - - - - - - │ +│l │ - - - - │ +│o │ │ +│g │ │ │ │ │ -│ │ - │ +│l │ │ +│o │ - - - - │ +│s │ - - - - │ +│s │ - - - - │ │ │ │ +│ │ - - │ │ │ │ │ │ │ +│ │ - - │ +│ │- - │ +│ │ - - │ +│ │ - - - - │ +│ │ - - │ │ │ │ +│ │ - - - - │ │ │ │ │ │ │ +│ │ - - │ │ │ │ -│ │ - - - - │ -│ 0.00 │ - ---- --- --- ---- ---- ---- ---- -- - ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │ +│ 1.22e+1│ - - │ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │0.00 7.90e+1│ │ │ step │ -└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘Log-loss, for better visibility: -┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ 3.63 │- │ -│ │ │ -│ │ │ -│ │ │ -│ │ - │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ - │ -│ │ - │ -│ │ - - - │ -│ │ - - - - │ -│ │ -- - - - - - - - -- - - - - - -- │ -│ │ - - - - - - - -- - - -- - - - - │ -│ │ - - - │ -│l │ - - - -- - │ -│o │ - - │ -│g │ - - - - │ -│ │ - - - │ -│l │ - -- │ -│o │ - - - │ -│s │ - │ -│s │ - │ -│ │ - │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ │ │ -│ -1.00e+1│ - - - - - - - │ -├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ -│ │0.00 7.90e+1│ -│ │ step │ -└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ +└────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ Learning rate: -┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ -│ -1.01e-1│ - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│l │ -- │ -│e │ - - │ -│a │ -- │ -│r │ - - │ -│n │ -- │ -│i │ - - │ -│n │ -- │ -│g │ - - │ -│ │ -- │ -│r │ - - │ -│a │ -- │ -│t │ - - │ -│e │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ │ -- │ -│ │ - - │ -│ -2.00e-1│--- │ -├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ -│ │0.00 7.90e+1│ -│ │ step │ -└─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point +┌──────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ +│ -0.00│ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│l │ │ +│e │ │ +│a │ │ +│r │ │ +│n │ │ +│i │ │ +│n │ │ +│g │ │ +│ │ │ +│r │ │ +│a │ │ +│t │ │ +│e │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ │ │ +│ -0.00│---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- │ +├──────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ +│ │0.00 7.90e+1│ +│ │ step │ +└──────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘mlp_result's name: mlp_point (mlp moons_input) name: mlp_moons_input (cd _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test && .tutorials.inline-tests/inline-test-runner.exe inline-test-runner tutorials -partition micrograd_demo.ml -source-tree-root .. -diff-cmd -) Welcome to OCANNL! Reading configuration defaults from /src/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/ocannl_config. Retrieving commandline, environment, or config file variable ocannl_log_level Found 0, in the config file File "test/zero2hero_1of7.ml", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/zero2hero_1of7.ml _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/zero2hero_1of7.ml.corrected diff --git a/_build/default/test/zero2hero_1of7.ml b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/zero2hero_1of7.ml.corrected index 61f11e7..02d966c 100644 --- a/_build/default/test/zero2hero_1of7.ml +++ b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/zero2hero_1of7.ml.corrected @@ -34,15 +34,15 @@ let%expect_test "Graph drawing recompile" = 6.00e+1 #16 grad_+_f_nd Virt/30 <void> - #13 - Virt/152 │#2 5. Virt/40 + #13 - Virt/40 │#2 5. Virt/40 <void> │<void> #14 grad_- Virt/30 │ <void> │ - #11 *. Virt/152 │ #4 *. Virt/152 │ + #11 *. Virt/40 │ #4 *. Virt/40 │ <void> │ <void> │ #12 grad_*. Virt/30 │ #5 grad_*. Virt/30 │ <void> │ <void> │ - #10 3. Virt/40│#7 **. Virt/152 │#3 4. Virt/40│#0 x │ + #10 3. Virt/40│#7 **. Virt/40 │#3 4. Virt/40│#0 x │ <void> │<void> │<void> │ 5.00 │ │#8 grad_**. Virt/30│ │#1 grad_x Local/30│ │<void> │ │<void> │ @@ -97,7 +97,8 @@ let%expect_test "Graph drawing recompile" = [%expect {| ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 1.00e+2│# │ + │ 6.00e+1│ │ + │ │ │ │ │ │ │ │ │ │ │ │ @@ -110,7 +111,6 @@ let%expect_test "Graph drawing recompile" = │ │ │ │ │ │ │ │ │ - │ │ # │ │ │ │ │ │ │ │ │ │ @@ -120,23 +120,23 @@ let%expect_test "Graph drawing recompile" = │x │ │ │) │ │ │ │ │ - │ │ # │ │ │ │ │ │ │ - │ │ #│ │ │ │ │ │ │ │ │ │ │ │ │ - │ │ # │ │ │ │ - │ │ # │ │ │ │ │ │ │ - │ │ # │ - │ │ # │ │ │ │ - │ 4.00 │ # # │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ 6.00e+1│# # # # # # # # # #│ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │-5.00 4.00│ │ │ x │ @@ -277,15 +277,15 @@ let%expect_test "Simple gradients hosted" = <not-in-yet> #13 grad_*._l Host&stream/41 <not-in-yet> - #8 +_d Host&stream/41 │#10 f Host&shared/39 + #8 +_d Host&stream/41 │#10 f Host&stream/41 <not-in-yet> │<not-in-yet> #9 grad_+_d Host&stream/41 │#11 grad_f Host&stream/41 <not-in-yet> │<not-in-yet> - #4 *._e Host&stream/41 │#6 c Host&shared/39 │ + #4 *._e Host&stream/41 │#6 c Host&stream/41 │ <not-in-yet> │<not-in-yet> │ #5 grad_*._e Host&stream/41 │#7 grad_c Host&stream/41│ <not-in-yet> │<not-in-yet> │ - #0 a Host&shared/39 │#2 b Host&shared/39 │ │ + #0 a Host&stream/41 │#2 b Host&stream/41 │ │ <not-in-yet> │<not-in-yet> │ │ #1 grad_a Host&stream/41│#3 grad_b Host&stream/41│ │ <not-in-yet> │<not-in-yet> │ │ @@ -325,15 +325,15 @@ let%expect_test "Simple gradients hosted" = #13 grad_*._l 1.00 #8 +_d │#10 f - 4.00 │ -2.40 + 4.00 │ -2.00 #9 grad_+_d │#11 grad_f -2.00 │ 4.00 #4 *._e │#6 c │ - -6.00 │ 1.02e+1 │ + -6.00 │ 1.00e+1 │ #5 grad_*._e │#7 grad_c│ -2.00 │ -2.00 │ #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ + 2.00 │ -3.00 │ │ #1 grad_a│#3 grad_b│ │ 6.00 │ -4.00 │ │ |}]; @@ -345,21 +345,21 @@ let%expect_test "Simple gradients hosted" = [%expect {| #12 *._l - -1.57e+1 + -8.00 #13 grad_*._l 1.00 #8 +_d │#10 f - 6.56 │ -2.40 + 4.00 │ -2.00 #9 grad_+_d │#11 grad_f - -2.40 │ 6.56 + -2.00 │ 4.00 #4 *._e │#6 c │ - -3.64 │ 1.02e+1 │ + -6.00 │ 1.00e+1 │ #5 grad_*._e │#7 grad_c│ - -2.40 │ -2.40 │ + -2.00 │ -2.00 │ #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ + 2.00 │ -3.00 │ │ #1 grad_a│#3 grad_b│ │ - 6.24 │ -3.36 │ │ + 6.00 │ -4.00 │ │ |}] let%expect_test "Simple gradients virtual" = @@ -387,15 +387,15 @@ let%expect_test "Simple gradients virtual" = <not-in-yet> #8 +_d unknown │#10 f Host-non-const/24 <not-in-yet> │<not-in-yet> - #9 grad_+_d unknown │#11 grad_f Material/28 + #9 grad_+_d unknown │#11 grad_f Non-virt/26 <not-in-yet> │<not-in-yet> #4 *._e unknown │#6 c Host-non-const/24│ <not-in-yet> │<not-in-yet> │ - #5 grad_*._e unknown │#7 grad_c Material/28 │ + #5 grad_*._e unknown │#7 grad_c Non-virt/26 │ <not-in-yet> │<not-in-yet> │ #0 a Host-non-const/24│#2 b Host-non-const/24│ │ <not-in-yet> │<not-in-yet> │ │ - #1 grad_a Material/28 │#3 grad_b Material/28 │ │ + #1 grad_a Non-virt/26 │#3 grad_b Non-virt/26 │ │ <not-in-yet> │<not-in-yet> │ │ |}]; let grad_routine = Train.to_routine (module Backend) ctx IDX.empty grad in @@ -403,22 +403,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~spy:true ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l Host&stream/41 - <not-in-yet> - #13 grad_*._l Virt/40 - <not-in-yet> - #8 +_d Local/46 │#10 f Host&shared/39 - <not-in-yet> │<not-in-yet> - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <not-in-yet> │<not-in-yet> - #4 *._e Virt/152 │#6 c Host&shared/39 │ - <not-in-yet> │<not-in-yet> │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <not-in-yet> │<not-in-yet> │ - #0 a Host&shared/39 │#2 b Host&shared/39 │ │ - <not-in-yet> │<not-in-yet> │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <not-in-yet> │<not-in-yet> │ │ + #12 *._l Host&stream/41 + <not-in-yet> + #13 grad_*._l Virt/40 + <not-in-yet> + #8 +_d Virt/40 │#10 f Host&stream/41 + <not-in-yet> │<not-in-yet> + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <not-in-yet> │<not-in-yet> + #4 *._e Virt/40 │#6 c Host&stream/41│ + <not-in-yet> │<not-in-yet> │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46 │ + <not-in-yet> │<not-in-yet> │ + #0 a Host&stream/41│#2 b Host&stream/41│ │ + <not-in-yet> │<not-in-yet> │ │ + #1 grad_a Local/46 │#3 grad_b Local/46 │ │ + <not-in-yet> │<not-in-yet> │ │ |}]; (* Do not update the params: all values and gradients will be at initial points, which are specified in the tensor in the brackets. *) @@ -426,22 +426,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -8.00 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.00 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.00e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 2.00 │ -3.00 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}]; (* Only now compile the SGD update. *) let sgd_routine = Train.to_routine (module Backend) grad_routine.context IDX.empty sgd in @@ -452,22 +452,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -8.00 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.40 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.02e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}]; (* Now the params will remain as above, but both param gradients and the values and gradients of other nodes will change thanks to the forward and backward passes. *) @@ -475,22 +475,22 @@ let%expect_test "Simple gradients virtual" = Tensor.print_tree ~with_grad:true ~depth:9 l; [%expect {| - #12 *._l - -1.57e+1 - #13 grad_*._l Virt/40 - <void> - #8 +_d Local/46 │#10 f - <void> │ -2.40 - #9 grad_+_d Virt/40 │#11 grad_f Dev-stream/41 - <void> │<void> - #4 *._e Virt/152 │#6 c │ - <void> │ 1.02e+1 │ - #5 grad_*._e Virt/40 │#7 grad_c Dev-stream/41│ - <void> │<void> │ - #0 a │#2 b │ │ - 1.40 │ -2.60 │ │ - #1 grad_a Dev-stream/41│#3 grad_b Dev-stream/41│ │ - <void> │<void> │ │ + #12 *._l + -8.00 + #13 grad_*._l Virt/40 + <void> + #8 +_d Virt/40 │#10 f + <void> │ -2.00 + #9 grad_+_d Virt/40 │#11 grad_f Local/46 + <void> │<void> + #4 *._e Virt/40 │#6 c │ + <void> │ 1.00e+1 │ + #5 grad_*._e Virt/40 │#7 grad_c Local/46│ + <void> │<void> │ + #0 a │#2 b │ │ + 2.00 │ -3.00 │ │ + #1 grad_a Local/46│#3 grad_b Local/46│ │ + <void> │<void> │ │ |}] let%expect_test "tanh plot" = File "test/moons_demo_parallel.ml", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/moons_demo_parallel.ml _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/moons_demo_parallel.ml.corrected diff --git a/_build/default/test/moons_demo_parallel.ml b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/moons_demo_parallel.ml.corrected index ce09725..ce41c86 100644 --- a/_build/default/test/moons_demo_parallel.ml +++ b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/moons_demo_parallel.ml.corrected @@ -105,4 +105,24 @@ let%expect_test "Half-moons data parallel" = ] in PrintBox_text.output Stdio.stdout plot_loss); - [%expect "Success"] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Option.value_exn arrayjit/lib/backends.ml:296:28) + Raised at Base__Error.raise in file "src/error.ml" (inlined), line 9, characters 21-37 + Called from Base__Option.value_exn in file "src/option.ml", line 119, characters 4-21 + Called from Backends.Add_device.link_batch in file "arrayjit/lib/backends.ml", line 296, characters 5-44 + Called from Backends.Raise_backend.link_batch in file "arrayjit/lib/backends.ml", line 489, characters 30-81 + Called from Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", line 273, characters 15-96 + Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 271-273, characters 10-97 + Re-raised at Ocannl__Train.parallel_update.(fun) in file "lib/train.ml", lines 269-274, characters 23-18 + Called from Base__Array0.mapi in file "src/array0.ml", line 142, characters 24-46 + Called from Ocannl__Train.parallel_update in file "lib/train.ml", lines 269-274, characters 4-18 + Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 266-274, characters 2-18 + Re-raised at Ocannl__Train.parallel_update in file "lib/train.ml", lines 233-320, characters 32-69 + Called from Ocannl__Train.example_train_loop in file "lib/train.ml", lines 418-428, characters 4-39 + Called from Tutorials__Moons_demo_parallel.(fun) in file "test/moons_demo_parallel.ml", lines 58-62, characters 4-8 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] File "test/micrograd_demo.ml", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/micrograd_demo.ml _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/micrograd_demo.ml.corrected diff --git a/_build/default/test/micrograd_demo.ml b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/micrograd_demo.ml.corrected index 59a566d..30f7766 100644 --- a/_build/default/test/micrograd_demo.ml +++ b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/micrograd_demo.ml.corrected @@ -184,46 +184,46 @@ let%expect_test "Micrograd half-moons example" = {| Half-moons scatterplot and decision boundary: ┌────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │****************************#***********************************************************************│ - │****************************###***###***#***********************************************************│ - │***************************#********#***#***********************************************************│ - │********************#*********************##*#*#****************************************************│ - │******************#***#*****##*#*#*#****#*#*#*##****************************************************│ - │**************#*#**###**#*##**##********#**#****###**#**********************************************│ - │***********#***##***#**##*****************#*#*##*###**********************************************..│ - │***************#**###******************************##*#******************************************...│ - │*************#*****#******************************#*#***#*#*************************************....│ - │*********#***#******************......************##*###**#************************************.....│ - │******#***#*#*#****************........******************#*#*********************************.......│ - │*****###****#****************...........****************#***********************************........│ - │*******#*###****************.............******************#*#*****************************.........│ - │**********##***************.......%%......***************#**##****************************..........│ - │*****#***#****************......%..%%......*********************************************..........%.│ - │**####*******************......%..%..........****************##*#**********************........%...%│ - │****#*******************.......%%..%..........***************#*#**********************.........%....│ - │*#****##***************.........%....%.........************##***#********************.......%...%%..│ - │****#*#***************.........%..%.%...........*************#**#*******************..........%.%...│ - │##*##****************............%...............**************#*##****************.........%.%.%%%.│ - │**#####************............%...%%.............*******************************...........%..%.%..│ - │******************...............%.%.%%............*********#*#*#*#*************................%%..│ - │***##************................%..%..%............************#*#************.............%...%...│ - │##**#***********...................%...%.............********#**###***********...........%.%%.......│ - │###************..................%.%.%................***********##**********..................%....│ - │**##**********.........................................**********#*********.............%%.%..%.....│ - │**#**********......................%%...................********##********..............%%.%........│ - │************..........................%..................****#**#********...................%.......│ - │***********.........................%%.%..................*****##******...............%..%..........│ - │**********.............................%%..................***********.................%%.%%........│ - │*********..............................%...%................*******.....................%%%.........│ - │********...................................%..%....................................%.....%..........│ - │*******.................................%%..%.%................................%.%.%.%%.............│ - │******.....................................%%.%...%%.%.......................%%%....%.%.%...........│ - │*****....................................%.....%.%..%....................%.....%%.%.%...............│ - │****........................................%%...%.%%%%..%.......%.........%%.%%....................│ - │***...............................................%..%.......%..%%%%...%.%..%.%.....................│ - │**.................................................%.%.%............%..%...%........................│ - │*.................................................%....%.%......%%...%.%............................│ - │..........................................................%..%......%%%.............................│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ + │****************************************************************************************************│ └────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; Stdio.printf "Loss:\n%!"; @@ -236,106 +236,106 @@ let%expect_test "Micrograd half-moons example" = {| Loss: ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 3.79e+1│- │ + │ 5.79e+6│ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ + │ │ - - - - - - - - - -│ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │- - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - -│ + │l │ - - - - - - - - - - - - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ + │ │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │- - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ │ │ │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ │ │ │ + │ │- - - - - - - - - - │ │ │ │ │ │ │ │ │ │ - │ │ │ - │ │ │ - │l │ │ - │o │ │ - │s │ │ + │ 1.69e+6│ - - - - - - - - - - │ + ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ + │ │0.00 3.99e+2│ + │ │ step │ + └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ + |}]; + Stdio.printf "Log-loss, for better visibility:\n%!"; + let plot_loss = + PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss" + [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ] + in + PrintBox_text.output Stdio.stdout plot_loss; + [%expect + {| + Log-loss, for better visibility: + ┌────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ + │ 1.55e+1│ - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ │ + │ │ │ + │ │ - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ │ + │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │- - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - -│ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │l │ - - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │g │- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │l │- - - - - - - - - - │ + │o │ - - - - - - - - - - │ + │s │ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - │ │s │ │ │ │ │ + │ │ - - - - - - - - - - │ │ │ │ + │ │ - - - - - - - - - - - - - - - - - - - - │ + │ │ - - - - - - - - - - │ + │ │ - - - - - - - - - - - - - - - - - - - - │ │ │ │ │ │ │ + │ │- - - - - - - - - - │ │ │ │ │ │ │ │ │ │ │ │ │ - │ │- │ - │ │ │ - │ │ │ - │ │ │ │ │ │ │ │ │ - │ │ │ - │ │ │ - │ │- - - │ - │ 0.00 │----------------------------------------------------------------------------------------------------│ + │ 1.43e+1│ - - - - - - - - - - │ ├────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ │ │0.00 3.99e+2│ │ │ step │ └────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; - Stdio.printf "Log-loss, for better visibility:\n%!"; - let plot_loss = - PrintBox_utils.plot ~x_label:"step" ~y_label:"log loss" - [ Line_plot { points = Array.of_list_rev !log_losses; content = PrintBox.line "-" } ] - in - PrintBox_text.output Stdio.stdout plot_loss; - [%expect - {| - Log-loss, for better visibility: - ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ 3.63 │- │ - │ │ │ - │ │ │ - │ │ │ - │ │- │ - │ │ │ - │ │ │ - │ │ │ - │ │ │ - │ │- │ - │ │ - - │ - │ │ - - - │ - │ │------ - │ - │ │ ---- - - --- - - - - - │ - │ │ -- - - - --- -- - -- - │ - │ │ - -- - - --- - - --- ----- - -- │ - │l │ -- - - - - --- - - - │ - │o │ - - - -- - -- - - - - - │ - │g │ - - - - -- - - - - - - - │ - │ │ - - - -- - - - -- - - - │ - │l │ - - -- -- - - - - -│ - │o │ - - - - - - - - - - - │ - │s │ - - - - -- - │ - │s │ - - │ - │ │ - - - - - - - - - │ - │ │ - - - - - │ - │ │ - - │ - │ │ - - - │ - │ │ - - │ - │ │ │ - │ │ - │ - │ │ - │ - │ │ │ - │ │ │ - │ │ │ - │ │ │ - │ │ - │ - │ │ │ - │ │ │ - │ -1.00e+1│ - - - - ----- -- --------------- ---------------------------------------------------------│ - ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ │0.00 3.99e+2│ - │ │ step │ - └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; Stdio.printf "\nLearning rate:\n%!"; let plot_lr = PrintBox_utils.plot ~x_label:"step" ~y_label:"learning rate" @@ -345,51 +345,51 @@ let%expect_test "Micrograd half-moons example" = [%expect {| Learning rate: - ┌─────────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │ -1.00e-1│ -│ - │ │ ---│ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │l │ ---- │ - │e │ --- │ - │a │ --- │ - │r │ --- │ - │n │ --- │ - │i │ ---- │ - │n │ --- │ - │g │ ---- │ - │ │ --- │ - │r │ ---- │ - │a │ --- │ - │t │ --- │ - │e │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ --- │ - │ │ ---- │ - │ │ --- │ - │ │ ---- │ - │ -2.00e-1│--- │ - ├─────────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ │0.00 3.99e+2│ - │ │ step │ - └─────────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ + ┌─────┬────────────────────────────────────────────────────────────────────────────────────────────────────┐ + │ 4.00│ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │l │ │ + │e │ │ + │a │ │ + │r │ │ + │n │ │ + │i │ │ + │n │ │ + │g │ │ + │ │ │ + │r │ │ + │a │ │ + │t │ │ + │e │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ │ │ + │ 4.00│----------------------------------------------------------------------------------------------------│ + ├─────┼────────────────────────────────────────────────────────────────────────────────────────────────────┤ + │ │0.00 3.99e+2│ + │ │ step │ + └─────┴────────────────────────────────────────────────────────────────────────────────────────────────────┘ |}]; (* Testing how the syntax extension %op creates labels for the resulting tensors: *) File "test/hello_world_op.ml", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/hello_world_op.ml _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/hello_world_op.ml.corrected diff --git a/_build/default/test/hello_world_op.ml b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/hello_world_op.ml.corrected index 9209a3a..020c758 100644 --- a/_build/default/test/hello_world_op.ml +++ b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/hello_world_op.ml.corrected @@ -105,49 +105,15 @@ let%expect_test "Print constant tensor" = let%op hey = [ (1, 2, 3); (4, 5, 6) ] in Train.forward_and_forget backend ctx hey; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey; - [%expect - {| - [0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 [ - 1.00 , 2.00 , 3.00 - ; 4.00 , 5.00 , 6.00 - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; - [%expect - {| - ┌────────────────────────────────────────────────────────────────────────┐ - │[0]: [ 1.00 , 2.00 , 3.00 ; 4.00 , 5.00 , 6.00 ]_hey shape 1:3->0:2 │ - │┌──────┬──────────────────┐ │ - ││ │axis 1 │ │ - │├──────┼──────────────────┤ │ - ││axis 0│ 1.00 2.00 3.00 │ │ - ││ │ 4.00 5.00 6.00 │ │ - │└──────┴──────────────────┘ │ - └────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hoo = [| [ 1; 2; 3 ]; [ 4; 5; 6 ] |] in Train.forward_and_forget backend ctx hoo; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo; - [%expect - {| - [1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 [| - [ 1.00 ; 2.00 ; 3.00 ] - ; [ 4.00 ; 5.00 ; 6.00 ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo; - [%expect - {| - ┌─────────────────────────────────────────────────────────────────────────────┐ - │[1]: [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |]_hoo shape 0:2|1:3 │ - │┌──────┬──────────────────┐ │ - ││ │axis 1 │ │ - │├──────┼──────────────────┤ │ - ││axis 0│ 1.00 2.00 3.00 │ │ - ││ │ 4.00 5.00 6.00 │ │ - │└──────┴──────────────────┘ │ - └─────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hey2 = [ ((1, 2, 3), (4, 5, 6)); @@ -158,31 +124,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx hey2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hey2; - [%expect - {| - [2]: c4x2x3_hey2 shape 1:2,2:3->0:4 [ - ( 1.00 , 2.00 , 3.00 ) , ( 4.00 , 5.00 , 6.00 ) - ; ( 7.00 , 8.00 , 9.00 ) , ( 10.00 , 11.00 , 12.00 ) - ; ( 13.00 , 14.00 , 15.00 ) , ( 16.00 , 17.00 , 18.00 ) - ; ( 19.00 , 20.00 , 21.00 ) , ( 22.00 , 23.00 , 24.00 ) - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: c4x2x3_hey2 shape 1:2,2:3->0:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 0│ 1.00 2.00 3.00 │ 4.00 5.00 6.00 ││ - ││ │ 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 ││ - ││ │ 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 ││ - ││ │ 1.90e+1 2.00e+1 2.10e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op hoo2 = [| [ [ 1; 2; 3 ]; [ 4; 5; 6 ] ]; @@ -193,29 +137,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx hoo2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ hoo2; - [%expect - {| - [3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 [| - [ [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] ] - ; [ [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] ] - ; [ [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] ] - ; [ [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ hoo2; - [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[3]: c4x2x3_hoo2 shape 0:4|1:2,2:3 │ - │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││ - ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo = [| [| [ 1; 2; 3 ]; [ 4; 5; 6 ] |]; @@ -226,29 +150,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo; - [%expect - {| - [4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 [| - [| [ 1.00 ; 2.00 ; 3.00 ] ; [ 4.00 ; 5.00 ; 6.00 ] |] - ; [| [ 7.00 ; 8.00 ; 9.00 ] ; [ 10.00 ; 11.00 ; 12.00 ] |] - ; [| [ 13.00 ; 14.00 ; 15.00 ] ; [ 16.00 ; 17.00 ; 18.00 ] |] - ; [| [ 19.00 ; 20.00 ; 21.00 ] ; [ 22.00 ; 23.00 ; 24.00 ] |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo; - [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[4]: c4x2x3_heyhoo shape 0:4,1:2|2:3 │ - │┌──────┬──────────────────┬───────────────────────────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼──────────────────┼───────────────────────────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.00 2.00 3.00 │ 7.00 8.00 9.00 │ 1.30e+1 1.40e+1 1.50e+1 │ 1.90e+1 2.00e+1 2.10e+1 ││ - ││ │ 4.00 5.00 6.00 │ 1.00e+1 1.10e+1 1.20e+1 │ 1.60e+1 1.70e+1 1.80e+1 │ 2.20e+1 2.30e+1 2.40e+1 ││ - │└──────┴──────────────────┴───────────────────────────┴───────────────────────────┴───────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo2 = [| [| [ [ 1; 31 ]; [ 2; 32 ]; [ 3; 33 ] ]; [ [ 4; 34 ]; [ 5; 35 ]; [ 6; 36 ] ] |]; @@ -259,54 +163,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo2; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo2; - [%expect - {| - [5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 [| - [| - [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ] - ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ] - |] - ; [| - [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ] - ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ] - |] - ; [| - [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ] - ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ] - |] - ; [| - [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ] - ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ] - |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo2; - [%expect - {| - ┌──────────────────────────────────────────────┐ - │[5]: c4x2x3x2_heyhoo2 shape 0:4,1:2|2:3,3:2 │ - │┌──────┬──────────────────┬──────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││0 @ 0 │ 1.00 3.10e+1 │ 4.00 3.40e+1 ││ - ││axis 2│ 2.00 3.20e+1 │ 5.00 3.50e+1 ││ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││1 @ 0 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 ││ - ││axis 2│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 ││ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││2 @ 0 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 ││ - ││axis 2│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 ││ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 ││ - │├──────┼──────────────────┼──────────────────┤│ - ││3 @ 0 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 ││ - ││axis 2│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 ││ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 ││ - │└──────┴──────────────────┴──────────────────┘│ - └──────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo3 = [| [| @@ -321,63 +180,9 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo3; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo3; - [%expect - {| - [6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 [| - [| - [ - [ [ 1.00 ; 31.00 ] ; [ 2.00 ; 32.00 ] ; [ 3.00 ; 33.00 ] ] - ; [ [ 4.00 ; 34.00 ] ; [ 5.00 ; 35.00 ] ; [ 6.00 ; 36.00 ] ] - ] - ; [ - [ [ 7.00 ; 37.00 ] ; [ 8.00 ; 38.00 ] ; [ 9.00 ; 39.00 ] ] - ; [ [ 10.00 ; 40.00 ] ; [ 11.00 ; 41.00 ] ; [ 12.00 ; 42.00 ] ] - ] - |] - ; [| - [ - [ [ 13.00 ; 43.00 ] ; [ 14.00 ; 44.00 ] ; [ 15.00 ; 45.00 ] ] - ; [ [ 16.00 ; 46.00 ] ; [ 17.00 ; 47.00 ] ; [ 18.00 ; 48.00 ] ] - ] - ; [ - [ [ 19.00 ; 49.00 ] ; [ 20.00 ; 50.00 ] ; [ 21.00 ; 51.00 ] ] - ; [ [ 22.00 ; 52.00 ] ; [ 23.00 ; 53.00 ] ; [ 24.00 ; 54.00 ] ] - ] - |] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo3; - [%expect - {| - ┌──────────────────────────────────────────────────┐ - │[6]: c2x2x2x3x2_heyhoo3 shape 0:2,1:2|2:2,3:3,4:2 │ - │┌──────┬───────────────┬──────────────────┐ │ - ││0 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │ - ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │ - ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │ - │└──────┴───────────────┴──────────────────┘ │ - ├──────────────────────────────────────────────────┤ - │┌──────┬──────────────────┬──────────────────┐ │ - ││1 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │ - ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │ - ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │ - │└──────┴──────────────────┴──────────────────┘ │ - └──────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let%op heyhoo4 = [| [ @@ -392,63 +197,22 @@ let%expect_test "Print constant tensor" = in Train.forward_and_forget backend ctx heyhoo4; Tensor.print ~with_code:false ~with_grad:false `Inline @@ heyhoo4; - [%expect - {| - [7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 [| - [ - [ - [ 1.00 , 31.00 ; 2.00 , 32.00 ; 3.00 , 33.00 ] - ; [ 4.00 , 34.00 ; 5.00 , 35.00 ; 6.00 , 36.00 ] - ] - ; [ - [ 7.00 , 37.00 ; 8.00 , 38.00 ; 9.00 , 39.00 ] - ; [ 10.00 , 40.00 ; 11.00 , 41.00 ; 12.00 , 42.00 ] - ] - ] - ; [ - [ - [ 13.00 , 43.00 ; 14.00 , 44.00 ; 15.00 , 45.00 ] - ; [ 16.00 , 46.00 ; 17.00 , 47.00 ; 18.00 , 48.00 ] - ] - ; [ - [ 19.00 , 49.00 ; 20.00 , 50.00 ; 21.00 , 51.00 ] - ; [ 22.00 , 52.00 ; 23.00 , 53.00 ; 24.00 , 54.00 ] - ] - ] - |] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ heyhoo4; - [%expect - {| - ┌───────────────────────────────────────────────────┐ - │[7]: c2x2x2x3x2_heyhoo4 shape 0:2|4:2->1:2,2:2,3:3 │ - │┌──────┬───────────────┬──────────────────┐ │ - ││0 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 3.10e+1 │ 4.00 3.40e+1 │ │ - ││axis 3│ 2.00 3.20e+1 │ 5.00 3.50e+1 │ │ - ││ │ 3.00 3.30e+1 │ 6.00 3.60e+1 │ │ - │├──────┼───────────────┼──────────────────┤ │ - ││1 @ 1 │ 7.00 3.70e+1 │ 1.00e+1 4.00e+1 │ │ - ││axis 3│ 8.00 3.80e+1 │ 1.10e+1 4.10e+1 │ │ - ││ │ 9.00 3.90e+1 │ 1.20e+1 4.20e+1 │ │ - │└──────┴───────────────┴──────────────────┘ │ - ├───────────────────────────────────────────────────┤ - │┌──────┬──────────────────┬──────────────────┐ │ - ││1 @ 0 │0 @ 2 │1 @ 2 │ │ - ││ │axis 4 │axis 4 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││0 @ 1 │ 1.30e+1 4.30e+1 │ 1.60e+1 4.60e+1 │ │ - ││axis 3│ 1.40e+1 4.40e+1 │ 1.70e+1 4.70e+1 │ │ - ││ │ 1.50e+1 4.50e+1 │ 1.80e+1 4.80e+1 │ │ - │├──────┼──────────────────┼──────────────────┤ │ - ││1 @ 1 │ 1.90e+1 4.90e+1 │ 2.20e+1 5.20e+1 │ │ - ││axis 3│ 2.00e+1 5.00e+1 │ 2.30e+1 5.30e+1 │ │ - ││ │ 2.10e+1 5.10e+1 │ 2.40e+1 5.40e+1 │ │ - │└──────┴──────────────────┴──────────────────┘ │ - └───────────────────────────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + "Assert_failure arrayjit/lib/backends.ml:76:12" + Raised at Backends.Add_buffer_retrieval_and_syncing.update_writer_event.(fun) in file "arrayjit/lib/backends.ml", line 76, characters 12-35 + Called from Base__Option.iter in file "src/option.ml" (inlined), line 83, characters 14-17 + Called from Ir__Tnode.do_read in file "arrayjit/lib/tnode.ml", lines 600-604, characters 2-19 + Called from Ocannl__Tensor.to_doc in file "lib/tensor.ml", line 666, characters 10-28 + Called from Ocannl__Tensor.print in file "lib/tensor.ml", line 757, characters 4-63 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 107, characters 2-63 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Matrix multiplication dims 2x3" = Tensor.unsafe_reinitialize (); @@ -468,31 +232,38 @@ let%expect_test "Matrix multiplication dims 2x3" = let%op y = ("hey" 7.0 * [ 2; 3 ]) + [ 4; 5; 6 ] in Train.forward_and_forget backend ctx y; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; - [%expect - {| - ┌────────────────────────┐ - │[0]: hey shape 1:2->0:3 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 7.00 7.00 │ │ - ││ │ 7.00 7.00 │ │ - ││ │ 7.00 7.00 │ │ - │└──────┴────────────┘ │ - └────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ y; - [%expect - {| - ┌──────────────────────────────┐ - │[6]: +_y shape 0:3 │ - │┌┬───────────────────────────┐│ - │││axis 0 ││ - │├┼───────────────────────────┤│ - │││ 3.90e+1 4.00e+1 4.10e+1 ││ - │└┴───────────────────────────┘│ - └──────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument "index out of bounds") + Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 228, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72 + Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11 + Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 469, characters 2-40 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Big matrix" = Tensor.unsafe_reinitialize (); @@ -514,72 +285,41 @@ let%expect_test "Big matrix" = let y = TDSL.O.((hey * zero_to_twenty) + zero_to_twenty) in Train.forward_and_forget backend ctx y; Tensor.print ~with_code:false ~with_grad:false `Inline zero_to_twenty; - [%expect - {| - [2]: 0...20 shape 0:21 [ - 0.00 - ; 1.00 - ; 2.00 - ; 3.00 - ; 4.00 - ; 5.00 - ; 6.00 - ; 7.00 - ; 8.00 - ; 9.00 - ; 10.00 - ; 11.00 - ; 12.00 - ; 13.00 - ; 14.00 - ; 15.00 - ; 16.00 - ; 17.00 - ; 18.00 - ; 19.00 - ; 20.00 - ] - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default zero_to_twenty; - [%expect - {| - ┌──────────────────────────────────────┐ - │[2]: 0...20 shape 0:21 │ - │┌┬───────────────────────────────────┐│ - │││axis 0 ││ - │├┼───────────────────────────────────┤│ - │││ 0.00 1.00 ... 1.90e+1 2.00e+1 ││ - │└┴───────────────────────────────────┘│ - └──────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default hey; - [%expect - {| - ┌──────────────────────────────────────────────────┐ - │[0]: hey shape 1:21->0:21 │ - │┌──────┬─────────────────────────────────────────┐│ - ││ │axis 1 ││ - │├──────┼─────────────────────────────────────────┤│ - ││axis 0│ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ ... ... ... ... ... ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - ││ │ 5.00e-1 5.00e-1 ... 5.00e-1 5.00e-1 ││ - │└──────┴─────────────────────────────────────────┘│ - └──────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default y; - [%expect - {| - ┌────────────────────────────────────────────┐ - │[5]: + shape 0:21 │ - │┌┬─────────────────────────────────────────┐│ - │││axis 0 ││ - │├┼─────────────────────────────────────────┤│ - │││ 1.05e+2 1.06e+2 ... 1.24e+2 1.25e+2 ││ - │└┴─────────────────────────────────────────┘│ - └────────────────────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument "index out of bounds") + Raised by primitive operation at Ir__Assignments.to_low_level.loop.(fun) in file "arrayjit/lib/assignments.ml", line 249, characters 39-54 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Low_level.unroll_dims.generate_all_combinations in file "arrayjit/lib/low_level.ml", lines 1206-1208, characters 12-40 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 227, characters 17-24 + Called from Ir__Assignments.to_low_level.loop in file "arrayjit/lib/assignments.ml", line 225, characters 66-72 + Called from Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", line 251, characters 2-11 + Re-raised at Ir__Assignments.to_low_level in file "arrayjit/lib/assignments.ml", lines 130-251, characters 29-11 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 26-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 414, characters 2-43 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Ocannl__Train.forward_and_forget in file "lib/train.ml", line 508, characters 12-75 + Called from Tutorials__Hello_world_op.(fun) in file "test/hello_world_op.ml", line 515, characters 2-40 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "Very big tensor" = Tensor.unsafe_reinitialize (); @@ -602,140 +342,7 @@ let%expect_test "Very big tensor" = Train.forward_and_forget backend ctx hoo; Tensor.print ~with_code:false ~with_grad:false `Default hey; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 │ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││0 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 0.00 1.00 ... 7.00 8.00 │ 9.00 1.00e+1 ... 1.60e+1 1.70e+1 │ ... │ 5.40e+1 5.50e+1 ... 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 ... 7.00e+1 7.10e+1 ││ - ││axis 2│ 5.04e+2 5.05e+2 ... 5.11e+2 5.12e+2 │ 5.13e+2 5.14e+2 ... 5.20e+2 5.21e+2 │ │ 5.58e+2 5.59e+2 ... 5.65e+2 5.66e+2 │ 5.67e+2 5.68e+2 ... 5.74e+2 5.75e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 4.53e+3 4.53e+3 ... 4.54e+3 4.54e+3 │ 4.54e+3 4.54e+3 ... 4.55e+3 4.55e+3 │ │ 4.59e+3 4.59e+3 ... 4.59e+3 4.59e+3 │ 4.59e+3 4.60e+3 ... 4.60e+3 4.60e+3 ││ - ││ │ 5.04e+3 5.04e+3 ... 5.04e+3 5.04e+3 │ 5.04e+3 5.05e+3 ... 5.05e+3 5.05e+3 │ │ 5.09e+3 5.09e+3 ... 5.10e+3 5.10e+3 │ 5.10e+3 5.10e+3 ... 5.11e+3 5.11e+3 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 5.54e+3 5.54e+3 ... 5.55e+3 5.55e+3 │ 5.55e+3 5.55e+3 ... 5.56e+3 5.56e+3 │ ... │ 5.59e+3 5.59e+3 ... 5.60e+3 5.60e+3 │ 5.60e+3 5.60e+3 ... 5.61e+3 5.61e+3 ││ - ││axis 2│ 6.04e+3 6.04e+3 ... 6.05e+3 6.05e+3 │ 6.05e+3 6.05e+3 ... 6.06e+3 6.06e+3 │ │ 6.10e+3 6.10e+3 ... 6.10e+3 6.11e+3 │ 6.11e+3 6.11e+3 ... 6.11e+3 6.11e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ 1.00e+4 1.00e+4 ... 1.00e+4 1.00e+4 │ │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 │ 1.01e+4 1.01e+4 ... 1.01e+4 1.01e+4 ││ - ││ │ 1.05e+4 1.05e+4 ... 1.05e+4 1.05e+4 │ 1.05e+4 1.05e+4 ... 1.06e+4 1.06e+4 │ │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 │ 1.06e+4 1.06e+4 ... 1.06e+4 1.06e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ 4.43e+4 4.43e+4 ... 4.43e+4 4.43e+4 │ ... │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 │ 4.44e+4 4.44e+4 ... 4.44e+4 4.44e+4 ││ - ││axis 2│ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ 4.48e+4 4.48e+4 ... 4.48e+4 4.48e+4 │ │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 │ 4.49e+4 4.49e+4 ... 4.49e+4 4.49e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 4.88e+4 4.88e+4 ... 4.88e+4 4.88e+4 │ 4.88e+4 4.88e+4 ... 4.89e+4 4.89e+4 │ │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 │ 4.89e+4 4.89e+4 ... 4.89e+4 4.89e+4 ││ - ││ │ 4.93e+4 4.93e+4 ... 4.93e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 │ 4.94e+4 4.94e+4 ... 4.94e+4 4.94e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 4.98e+4 4.98e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ ... │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 │ 4.99e+4 4.99e+4 ... 4.99e+4 4.99e+4 ││ - ││axis 2│ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 │ 5.04e+4 5.04e+4 ... 5.04e+4 5.04e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ │ 5.44e+4 5.44e+4 ... 5.44e+4 5.44e+4 │ 5.44e+4 5.44e+4 ... 5.45e+4 5.45e+4 ││ - ││ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ │ 5.49e+4 5.49e+4 ... 5.49e+4 5.49e+4 │ 5.49e+4 5.50e+4 ... 5.50e+4 5.50e+4 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││1 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ 5.54e+4 5.54e+4 ... 5.54e+4 5.54e+4 │ ... │ 5.54e+4 5.54e+4 ... 5.55e+4 5.55e+4 │ 5.55e+4 5.55e+4 ... 5.55e+4 5.55e+4 ││ - ││axis 2│ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ 5.59e+4 5.59e+4 ... 5.59e+4 5.59e+4 │ │ 5.59e+4 5.59e+4 ... 5.60e+4 5.60e+4 │ 5.60e+4 5.60e+4 ... 5.60e+4 5.60e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ 5.99e+4 5.99e+4 ... 5.99e+4 5.99e+4 │ │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 │ 6.00e+4 6.00e+4 ... 6.00e+4 6.00e+4 ││ - ││ │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ 6.04e+4 6.04e+4 ... 6.04e+4 6.04e+4 │ │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 │ 6.05e+4 6.05e+4 ... 6.05e+4 6.05e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 6.09e+4 6.09e+4 ... 6.09e+4 6.09e+4 │ 6.09e+4 6.09e+4 ... 6.10e+4 6.10e+4 │ ... │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 │ 6.10e+4 6.10e+4 ... 6.10e+4 6.10e+4 ││ - ││axis 2│ 6.14e+4 6.14e+4 ... 6.14e+4 6.14e+4 │ 6.14e+4 6.14e+4 ... 6.15e+4 6.15e+4 │ │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 │ 6.15e+4 6.15e+4 ... 6.15e+4 6.15e+4 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 │ 6.55e+4 6.55e+4 ... 6.55e+4 6.55e+4 ││ - ││ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 │ 6.60e+4 6.60e+4 ... 6.60e+4 6.60e+4 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 9.97e+4 9.97e+4 ... 9.97e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ ... │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 │ 9.98e+4 9.98e+4 ... 9.98e+4 9.98e+4 ││ - ││axis 2│ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 │ 1.00e+5 1.00e+5 ... 1.00e+5 1.00e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││ - ││ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 │ 1.04e+5 1.04e+5 ... 1.04e+5 1.04e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ ... │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││ - ││axis 2│ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 │ 1.05e+5 1.05e+5 ... 1.05e+5 1.05e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 │ 1.09e+5 1.09e+5 ... 1.09e+5 1.09e+5 ││ - ││ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 │ 1.10e+5 1.10e+5 ... 1.10e+5 1.10e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │ ... │ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││4 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ ... │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 │ 2.21e+5 2.21e+5 ... 2.21e+5 2.21e+5 ││ - ││axis 2│ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 │ 2.22e+5 2.22e+5 ... 2.22e+5 2.22e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││ - ││ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 │ 2.26e+5 2.26e+5 ... 2.26e+5 2.26e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ ... │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││ - ││axis 2│ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 │ 2.27e+5 2.27e+5 ... 2.27e+5 2.27e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 │ 2.31e+5 2.31e+5 ... 2.31e+5 2.31e+5 ││ - ││ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 │ 2.32e+5 2.32e+5 ... 2.32e+5 2.32e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ ... │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││ - ││axis 2│ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 │ 2.66e+5 2.66e+5 ... 2.66e+5 2.66e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 │ 2.70e+5 2.70e+5 ... 2.70e+5 2.70e+5 ││ - ││ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ ... │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 │ 2.71e+5 2.71e+5 ... 2.71e+5 2.71e+5 ││ - ││axis 2│ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 │ 2.72e+5 2.72e+5 ... 2.72e+5 2.72e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││ - ││ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 │ 2.76e+5 2.76e+5 ... 2.76e+5 2.76e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - ├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬──────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││5 @ 0 │0 @ 4 │1 @ 4 │~~~~~ │6 @ 4 │7 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5│axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││0 @ 1 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ ... │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││ - ││axis 2│ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 │ 2.77e+5 2.77e+5 ... 2.77e+5 2.77e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 │ 2.81e+5 2.81e+5 ... 2.81e+5 2.81e+5 ││ - ││ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││1 @ 1 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ ... │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 │ 2.82e+5 2.82e+5 ... 2.82e+5 2.82e+5 ││ - ││axis 2│ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 │ 2.83e+5 2.83e+5 ... 2.83e+5 2.83e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││ - ││ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 │ 2.87e+5 2.87e+5 ... 2.87e+5 2.87e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... │ ... ││ - ││axis 2│ │ │ │ │ ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││8 @ 1 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ ... │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 │ 3.21e+5 3.21e+5 ... 3.21e+5 3.21e+5 ││ - ││axis 2│ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 │ 3.22e+5 3.22e+5 ... 3.22e+5 3.22e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││ - ││ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 │ 3.26e+5 3.26e+5 ... 3.26e+5 3.26e+5 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼──────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││9 @ 1 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ ... │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││ - ││axis 2│ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 │ 3.27e+5 3.27e+5 ... 3.27e+5 3.27e+5 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 │ 3.31e+5 3.31e+5 ... 3.31e+5 3.31e+5 ││ - ││ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 │ 3.32e+5 3.32e+5 ... 3.32e+5 3.32e+5 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴──────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r6x10x11x7x8x9 shape 0:6|3:7,4:8,5:9->1:10,2:11 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default hoo; (* Disable line wrapping for viewing the output. In VSCode: `View: Toggle Word Wrap`. *) [%expect File "test/einsum_trivia.ml", line 1, characters 0-0: /usr/local/bin/git --no-pager diff --no-index --color=always -u _build/default/test/einsum_trivia.ml _build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/einsum_trivia.ml.corrected diff --git a/_build/default/test/einsum_trivia.ml b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/einsum_trivia.ml.corrected index 35a36fa..7eaf1d0 100644 --- a/_build/default/test/einsum_trivia.ml +++ b/_build/.sandbox/07b998a41a9ed722287d10039764c541/default/test/einsum_trivia.ml.corrected @@ -28,20 +28,7 @@ let%expect_test "einsum1 permute axes" = Train.forward_and_forget backend ctx ho; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[0]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho; [%expect {| @@ -64,106 +51,7 @@ let%expect_test "einsum1 permute axes" = Train.forward_and_forget backend ctx ho2; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; [%expect - {| - ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 │ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││0 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 0.00 1.00 2.00 3.00 4.00 │ 5.00 6.00 7.00 8.00 9.00 │ 1.00e+1 1.10e+1 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││axis 3│ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 2.40e+1 │ 2.50e+1 2.60e+1 2.70e+1 2.80e+1 2.90e+1 │ 3.00e+1 3.10e+1 3.20e+1 3.30e+1 3.40e+1 │ 3.50e+1 3.60e+1 3.70e+1 3.80e+1 3.90e+1 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.00e+2 1.01e+2 1.02e+2 1.03e+2 1.04e+2 │ 1.05e+2 1.06e+2 1.07e+2 1.08e+2 1.09e+2 │ 1.10e+2 1.11e+2 1.12e+2 1.13e+2 1.14e+2 │ 1.15e+2 1.16e+2 1.17e+2 1.18e+2 1.19e+2 ││ - ││ │ 1.20e+2 1.21e+2 1.22e+2 1.23e+2 1.24e+2 │ 1.25e+2 1.26e+2 1.27e+2 1.28e+2 1.29e+2 │ 1.30e+2 1.31e+2 1.32e+2 1.33e+2 1.34e+2 │ 1.35e+2 1.36e+2 1.37e+2 1.38e+2 1.39e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 1.40e+2 1.41e+2 1.42e+2 1.43e+2 1.44e+2 │ 1.45e+2 1.46e+2 1.47e+2 1.48e+2 1.49e+2 │ 1.50e+2 1.51e+2 1.52e+2 1.53e+2 1.54e+2 │ 1.55e+2 1.56e+2 1.57e+2 1.58e+2 1.59e+2 ││ - ││axis 3│ 1.60e+2 1.61e+2 1.62e+2 1.63e+2 1.64e+2 │ 1.65e+2 1.66e+2 1.67e+2 1.68e+2 1.69e+2 │ 1.70e+2 1.71e+2 1.72e+2 1.73e+2 1.74e+2 │ 1.75e+2 1.76e+2 1.77e+2 1.78e+2 1.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.40e+2 2.41e+2 2.42e+2 2.43e+2 2.44e+2 │ 2.45e+2 2.46e+2 2.47e+2 2.48e+2 2.49e+2 │ 2.50e+2 2.51e+2 2.52e+2 2.53e+2 2.54e+2 │ 2.55e+2 2.56e+2 2.57e+2 2.58e+2 2.59e+2 ││ - ││ │ 2.60e+2 2.61e+2 2.62e+2 2.63e+2 2.64e+2 │ 2.65e+2 2.66e+2 2.67e+2 2.68e+2 2.69e+2 │ 2.70e+2 2.71e+2 2.72e+2 2.73e+2 2.74e+2 │ 2.75e+2 2.76e+2 2.77e+2 2.78e+2 2.79e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 5.60e+2 5.61e+2 5.62e+2 5.63e+2 5.64e+2 │ 5.65e+2 5.66e+2 5.67e+2 5.68e+2 5.69e+2 │ 5.70e+2 5.71e+2 5.72e+2 5.73e+2 5.74e+2 │ 5.75e+2 5.76e+2 5.77e+2 5.78e+2 5.79e+2 ││ - ││axis 3│ 5.80e+2 5.81e+2 5.82e+2 5.83e+2 5.84e+2 │ 5.85e+2 5.86e+2 5.87e+2 5.88e+2 5.89e+2 │ 5.90e+2 5.91e+2 5.92e+2 5.93e+2 5.94e+2 │ 5.95e+2 5.96e+2 5.97e+2 5.98e+2 5.99e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 6.60e+2 6.61e+2 6.62e+2 6.63e+2 6.64e+2 │ 6.65e+2 6.66e+2 6.67e+2 6.68e+2 6.69e+2 │ 6.70e+2 6.71e+2 6.72e+2 6.73e+2 6.74e+2 │ 6.75e+2 6.76e+2 6.77e+2 6.78e+2 6.79e+2 ││ - ││ │ 6.80e+2 6.81e+2 6.82e+2 6.83e+2 6.84e+2 │ 6.85e+2 6.86e+2 6.87e+2 6.88e+2 6.89e+2 │ 6.90e+2 6.91e+2 6.92e+2 6.93e+2 6.94e+2 │ 6.95e+2 6.96e+2 6.97e+2 6.98e+2 6.99e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 7.00e+2 7.01e+2 7.02e+2 7.03e+2 7.04e+2 │ 7.05e+2 7.06e+2 7.07e+2 7.08e+2 7.09e+2 │ 7.10e+2 7.11e+2 7.12e+2 7.13e+2 7.14e+2 │ 7.15e+2 7.16e+2 7.17e+2 7.18e+2 7.19e+2 ││ - ││axis 3│ 7.20e+2 7.21e+2 7.22e+2 7.23e+2 7.24e+2 │ 7.25e+2 7.26e+2 7.27e+2 7.28e+2 7.29e+2 │ 7.30e+2 7.31e+2 7.32e+2 7.33e+2 7.34e+2 │ 7.35e+2 7.36e+2 7.37e+2 7.38e+2 7.39e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 8.00e+2 8.01e+2 8.02e+2 8.03e+2 8.04e+2 │ 8.05e+2 8.06e+2 8.07e+2 8.08e+2 8.09e+2 │ 8.10e+2 8.11e+2 8.12e+2 8.13e+2 8.14e+2 │ 8.15e+2 8.16e+2 8.17e+2 8.18e+2 8.19e+2 ││ - ││ │ 8.20e+2 8.21e+2 8.22e+2 8.23e+2 8.24e+2 │ 8.25e+2 8.26e+2 8.27e+2 8.28e+2 8.29e+2 │ 8.30e+2 8.31e+2 8.32e+2 8.33e+2 8.34e+2 │ 8.35e+2 8.36e+2 8.37e+2 8.38e+2 8.39e+2 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││1 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 8.40e+2 8.41e+2 8.42e+2 8.43e+2 8.44e+2 │ 8.45e+2 8.46e+2 8.47e+2 8.48e+2 8.49e+2 │ 8.50e+2 8.51e+2 8.52e+2 8.53e+2 8.54e+2 │ 8.55e+2 8.56e+2 8.57e+2 8.58e+2 8.59e+2 ││ - ││axis 3│ 8.60e+2 8.61e+2 8.62e+2 8.63e+2 8.64e+2 │ 8.65e+2 8.66e+2 8.67e+2 8.68e+2 8.69e+2 │ 8.70e+2 8.71e+2 8.72e+2 8.73e+2 8.74e+2 │ 8.75e+2 8.76e+2 8.77e+2 8.78e+2 8.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 9.40e+2 9.41e+2 9.42e+2 9.43e+2 9.44e+2 │ 9.45e+2 9.46e+2 9.47e+2 9.48e+2 9.49e+2 │ 9.50e+2 9.51e+2 9.52e+2 9.53e+2 9.54e+2 │ 9.55e+2 9.56e+2 9.57e+2 9.58e+2 9.59e+2 ││ - ││ │ 9.60e+2 9.61e+2 9.62e+2 9.63e+2 9.64e+2 │ 9.65e+2 9.66e+2 9.67e+2 9.68e+2 9.69e+2 │ 9.70e+2 9.71e+2 9.72e+2 9.73e+2 9.74e+2 │ 9.75e+2 9.76e+2 9.77e+2 9.78e+2 9.79e+2 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 9.80e+2 9.81e+2 9.82e+2 9.83e+2 9.84e+2 │ 9.85e+2 9.86e+2 9.87e+2 9.88e+2 9.89e+2 │ 9.90e+2 9.91e+2 9.92e+2 9.93e+2 9.94e+2 │ 9.95e+2 9.96e+2 9.97e+2 9.98e+2 9.99e+2 ││ - ││axis 3│ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.00e+3 1.00e+3 1.00e+3 1.00e+3 1.00e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 │ 1.01e+3 1.01e+3 1.01e+3 1.01e+3 1.01e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.08e+3 1.08e+3 1.08e+3 1.08e+3 1.08e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 │ 1.09e+3 1.09e+3 1.09e+3 1.09e+3 1.09e+3 ││ - ││ │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.10e+3 1.10e+3 1.10e+3 1.10e+3 1.10e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 │ 1.11e+3 1.11e+3 1.11e+3 1.11e+3 1.11e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.40e+3 1.40e+3 1.40e+3 1.40e+3 1.40e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 │ 1.41e+3 1.41e+3 1.41e+3 1.41e+3 1.41e+3 ││ - ││axis 3│ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.42e+3 1.42e+3 1.42e+3 1.42e+3 1.42e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 │ 1.43e+3 1.43e+3 1.43e+3 1.43e+3 1.43e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.50e+3 1.50e+3 1.50e+3 1.50e+3 1.50e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 │ 1.51e+3 1.51e+3 1.51e+3 1.51e+3 1.51e+3 ││ - ││ │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.52e+3 1.52e+3 1.52e+3 1.52e+3 1.52e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 │ 1.53e+3 1.53e+3 1.53e+3 1.53e+3 1.53e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.54e+3 1.54e+3 1.54e+3 1.54e+3 1.54e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 │ 1.55e+3 1.55e+3 1.55e+3 1.55e+3 1.55e+3 ││ - ││axis 3│ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.56e+3 1.56e+3 1.56e+3 1.56e+3 1.56e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 │ 1.57e+3 1.57e+3 1.57e+3 1.57e+3 1.57e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.64e+3 1.64e+3 1.64e+3 1.64e+3 1.64e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 │ 1.65e+3 1.65e+3 1.65e+3 1.65e+3 1.65e+3 ││ - ││ │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.66e+3 1.66e+3 1.66e+3 1.66e+3 1.66e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 │ 1.67e+3 1.67e+3 1.67e+3 1.67e+3 1.67e+3 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤ - │┌──────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┬─────────────────────────────────────────────┐│ - ││2 @ 1 │0 @ 4 │1 @ 4 │2 @ 4 │3 @ 4 ││ - ││ │axis 5 │axis 5 │axis 5 │axis 5 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││0 @ 2 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.68e+3 1.68e+3 1.68e+3 1.68e+3 1.68e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 │ 1.69e+3 1.69e+3 1.69e+3 1.69e+3 1.69e+3 ││ - ││axis 3│ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.70e+3 1.70e+3 1.70e+3 1.70e+3 1.70e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 │ 1.71e+3 1.71e+3 1.71e+3 1.71e+3 1.71e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.78e+3 1.78e+3 1.78e+3 1.78e+3 1.78e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 │ 1.79e+3 1.79e+3 1.79e+3 1.79e+3 1.79e+3 ││ - ││ │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.80e+3 1.80e+3 1.80e+3 1.80e+3 1.80e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 │ 1.81e+3 1.81e+3 1.81e+3 1.81e+3 1.81e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││1 @ 2 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.82e+3 1.82e+3 1.82e+3 1.82e+3 1.82e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 │ 1.83e+3 1.83e+3 1.83e+3 1.83e+3 1.83e+3 ││ - ││axis 3│ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.84e+3 1.84e+3 1.84e+3 1.84e+3 1.84e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 │ 1.85e+3 1.85e+3 1.85e+3 1.85e+3 1.85e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.92e+3 1.92e+3 1.92e+3 1.92e+3 1.92e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 │ 1.93e+3 1.93e+3 1.93e+3 1.93e+3 1.93e+3 ││ - ││ │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.94e+3 1.94e+3 1.94e+3 1.94e+3 1.94e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 │ 1.95e+3 1.95e+3 1.95e+3 1.95e+3 1.95e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││~~~~~ │ ... │ ... │ ... │ ... ││ - ││axis 3│ │ │ │ ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││4 @ 2 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.24e+3 2.24e+3 2.24e+3 2.24e+3 2.24e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 │ 2.25e+3 2.25e+3 2.25e+3 2.25e+3 2.25e+3 ││ - ││axis 3│ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.26e+3 2.26e+3 2.26e+3 2.26e+3 2.26e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 │ 2.27e+3 2.27e+3 2.27e+3 2.27e+3 2.27e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.34e+3 2.34e+3 2.34e+3 2.34e+3 2.34e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 │ 2.35e+3 2.35e+3 2.35e+3 2.35e+3 2.35e+3 ││ - ││ │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.36e+3 2.36e+3 2.36e+3 2.36e+3 2.36e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 │ 2.37e+3 2.37e+3 2.37e+3 2.37e+3 2.37e+3 ││ - │├──────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┼─────────────────────────────────────────────┤│ - ││5 @ 2 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.38e+3 2.38e+3 2.38e+3 2.38e+3 2.38e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 │ 2.39e+3 2.39e+3 2.39e+3 2.39e+3 2.39e+3 ││ - ││axis 3│ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.40e+3 2.40e+3 2.40e+3 2.40e+3 2.40e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 │ 2.41e+3 2.41e+3 2.41e+3 2.41e+3 2.41e+3 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.48e+3 2.48e+3 2.48e+3 2.48e+3 2.48e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 │ 2.49e+3 2.49e+3 2.49e+3 2.49e+3 2.49e+3 ││ - ││ │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.50e+3 2.50e+3 2.50e+3 2.50e+3 2.50e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 │ 2.51e+3 2.51e+3 2.51e+3 2.51e+3 2.51e+3 ││ - │└──────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┴─────────────────────────────────────────────┘│ - └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [2]: r2x3x6x7x4x5 shape 0:2,1:3|4:4,5:5->2:6,3:7 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2; [%expect {| @@ -292,20 +180,7 @@ let%expect_test "einsum1 sum out axes" = Train.forward_and_forget backend ctx ho; Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[0]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho; [%expect {| @@ -364,28 +239,10 @@ let%expect_test "einsum outer product" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌──────────────────┐ - │[0]: r2 shape 0:2 │ - │┌┬────────────┐ │ - │││axis 0 │ │ - │├┼────────────┤ │ - │││ 0.00 1.00 │ │ - │└┴────────────┘ │ - └──────────────────┘ - |}]; + {| [0]: r2 shape 0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌─────────────────────┐ - │[1]: r3 shape 0:3 │ - │┌┬──────────────────┐│ - │││axis 0 ││ - │├┼──────────────────┤│ - │││ 0.00 1.00 2.00 ││ - │└┴──────────────────┘│ - └─────────────────────┘ - |}]; + {| [1]: r3 shape 0:3 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -406,37 +263,10 @@ let%expect_test "einsum outer product" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[5]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [5]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[6]: r5x7x6 shape 0:5|2:6->1:7 │ - │┌──────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┬─────────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 │3 @ 0 │4 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 │axis 2 │axis 2 ││ - │├──────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┼─────────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 ... 4.00 5.00 │ 4.20e+1 4.30e+1 ... 4.60e+1 4.70e+1 │ 8.40e+1 8.50e+1 ... 8.80e+1 8.90e+1 │ 1.26e+2 1.27e+2 ... 1.30e+2 1.31e+2 │ 1.68e+2 1.69e+2 ... 1.72e+2 1.73e+2 ││ - ││ │ 6.00 7.00 ... 1.00e+1 1.10e+1 │ 4.80e+1 4.90e+1 ... 5.20e+1 5.30e+1 │ 9.00e+1 9.10e+1 ... 9.40e+1 9.50e+1 │ 1.32e+2 1.33e+2 ... 1.36e+2 1.37e+2 │ 1.74e+2 1.75e+2 ... 1.78e+2 1.79e+2 ││ - ││ │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... │ ... ... ... ... ... ││ - ││ │ 3.00e+1 3.10e+1 ... 3.40e+1 3.50e+1 │ 7.20e+1 7.30e+1 ... 7.60e+1 7.70e+1 │ 1.14e+2 1.15e+2 ... 1.18e+2 1.19e+2 │ 1.56e+2 1.57e+2 ... 1.60e+2 1.61e+2 │ 1.98e+2 1.99e+2 ... 2.02e+2 2.03e+2 ││ - ││ │ 3.60e+1 3.70e+1 ... 4.00e+1 4.10e+1 │ 7.80e+1 7.90e+1 ... 8.20e+1 8.30e+1 │ 1.20e+2 1.21e+2 ... 1.24e+2 1.25e+2 │ 1.62e+2 1.63e+2 ... 1.66e+2 1.67e+2 │ 2.04e+2 2.05e+2 ... 2.08e+2 2.09e+2 ││ - │└──────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┴─────────────────────────────────────────┘│ - └──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [6]: r5x7x6 shape 0:5|2:6->1:7 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -616,93 +446,40 @@ let%expect_test "einsum matrix/inner+outer products" = let%op f = a *+ "a|i->h; b|h->o => i->o" b in Train.forward_and_forget backend ctx f; Tensor.print ~with_code:false ~with_grad:false `Default @@ a2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: ;=>_a2 shape 0:2|2:3->1:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 4.00 │ 1.44e+2 1.69e+2 1.96e+2 ││ - ││ │ 9.00 1.60e+1 2.50e+1 │ 2.25e+2 2.56e+2 2.89e+2 ││ - ││ │ 3.60e+1 4.90e+1 6.40e+1 │ 3.24e+2 3.61e+2 4.00e+2 ││ - ││ │ 8.10e+1 1.00e+2 1.21e+2 │ 4.41e+2 4.84e+2 5.29e+2 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[3]: ;=>_c shape 0:2|2:3->1:5 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 4.20e+1 4.80e+1 5.40e+1 │ 1.43e+3 1.52e+3 1.60e+3 ││ - ││ │ 1.14e+2 1.36e+2 1.58e+2 │ 1.69e+3 1.80e+3 1.90e+3 ││ - ││ │ 1.86e+2 2.24e+2 2.62e+2 │ 1.96e+3 2.08e+3 2.19e+3 ││ - ││ │ 2.58e+2 3.12e+2 3.66e+2 │ 2.22e+3 2.36e+3 2.49e+3 ││ - ││ │ 3.30e+2 4.00e+2 4.70e+2 │ 2.49e+3 2.64e+3 2.79e+3 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ d; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[4]: ;=>_d shape 0:2,1:2|3:3->2:5 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 1 │1 @ 1 ││ - ││ │axis 3 │axis 3 ││ ...TRUNCATED BY DUNE... - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r2x4x3 shape 0:2|2:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho; [%expect {| @@ -1283,81 +688,45 @@ let%expect_test "einsum1 fixed dim axis" = let%op ho2 = hey ++ "...|...->... => ...|...->0" in let ctx = Train.forward_and_ctx backend ctx ho2 in Tensor.print ~with_code:false ~with_grad:false `Default @@ hey; - [%expect - {| - ┌─────────────────────────────────────────────────────────────┐ - │[0]: r2x4x3 shape 0:2|2:3->1:4 │ - │┌──────┬────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 1.20e+1 1.30e+1 1.40e+1 ││ - ││ │ 3.00 4.00 5.00 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 6.00 7.00 8.00 │ 1.80e+1 1.90e+1 2.00e+1 ││ - ││ │ 9.00 1.00e+1 1.10e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴───────────────────────────┘│ - └─────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho2; - [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[2]: =>_ho2 shape 0:2|2:3->1:1 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 ││ - ││ │axis 2 │axis 2 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 1.80e+1 2.20e+1 2.60e+1 │ 6.60e+1 7.00e+1 7.40e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + [%expect.unreachable]; let hey2 = TDSL.range_of_shape ~input_dims:[ 2 ] ~output_dims:[ 3 ] () in let%op ho3 = hey2 ++ "...|...->... => 0" in let ctx = Train.forward_and_ctx backend ctx ho3 in Tensor.print ~with_code:false ~with_grad:false `Default @@ hey2; - [%expect - {| - ┌─────────────────────────┐ - │[3]: r3x2 shape 1:2->0:3 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 0.00 1.00 │ │ - ││ │ 2.00 3.00 │ │ - ││ │ 4.00 5.00 │ │ - │└──────┴────────────┘ │ - └─────────────────────────┘ - |}]; + [%expect.unreachable]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho3; - [%expect - {| - ┌──────────────────────┐ - │[4]: =>_ho3 shape 0:1 │ - │┌┬─────────┐ │ - │││axis 0 │ │ - │├┼─────────┤ │ - │││ 1.50e+1 │ │ - │└┴─────────┘ │ - └──────────────────────┘ - |}]; + [%expect.unreachable]; let%op ho4 = hey2 ++ "i->j => i0j" in Train.forward_and_forget backend ctx ho4; Tensor.print ~with_code:false ~with_grad:false `Default @@ ho4; - [%expect - {| - ┌──────────────────────────────┐ - │[5]: =>_ho4 shape 0:2,1:1,2:3 │ - │┌──────┬──────────────────┐ │ - ││ │axis 2 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 0 │ 0.00 2.00 4.00 │ │ - ││axis 1│ │ │ - │├──────┼──────────────────┤ │ - ││1 @ 0 │ 1.00 3.00 5.00 │ │ - ││axis 1│ │ │ - │└──────┴──────────────────┘ │ - └──────────────────────────────┘ - |}] + [%expect.unreachable] +[@@expect.uncaught_exn {| + (* CR expect_test_collector: This test expectation appears to contain a backtrace. + This is strongly discouraged as backtraces are fragile. + Please change this test to not include a backtrace. *) + (Invalid_argument + "Tnode.update_memory_mode: update 15 -> 36 inconsistent for r2x4x3") + Raised at Stdlib.invalid_arg in file "stdlib.ml", line 30, characters 20-45 + Called from Base__Avltree.iter in file "src/avltree.ml", line 491, characters 4-16 + Called from Base__Hashtbl.iteri in file "src/hashtbl.ml", line 282, characters 20-42 + Re-raised at Base__Hashtbl.iteri in file "src/hashtbl.ml", line 288, characters 6-15 + Called from Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 888-889, characters 2-7 + Re-raised at Ir__Low_level.optimize_proc in file "arrayjit/lib/low_level.ml", lines 882-901, characters 30-49 + Called from Ir__Low_level.optimize in file "arrayjit/lib/low_level.ml", line 1164, characters 15-57 + Called from Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", line 419, characters 2-85 + Re-raised at Ir__Assignments.lower in file "arrayjit/lib/assignments.ml", lines 412-419, characters 22-85 + Called from Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 193-194, characters 4-45 + Re-raised at Backends.lower_assignments in file "arrayjit/lib/backends.ml", lines 185-194, characters 34-47 + Called from Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", line 378, characters 6-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 377-378, characters 4-59 + Re-raised at Backends.Raise_backend.compile in file "arrayjit/lib/backends.ml", lines 376-384, characters 26-99 + Called from Ocannl__Train.forward_and_ctx in file "lib/train.ml", line 500, characters 25-95 + Re-raised at Ocannl__Train.forward_and_ctx in file "lib/train.ml", lines 491-504, characters 32-17 + Called from Tutorials__Einsum_trivia.(fun) in file "test/einsum_trivia.ml", line 1284, characters 12-49 + Called from Ppx_expect_runtime__Test_block.Configured.dump_backtrace in file "runtime/test_block.ml", line 142, characters 10-28 + |}] let%expect_test "einsum with fixed dim axes" = Tensor.unsafe_reinitialize (); @@ -1379,34 +748,10 @@ let%expect_test "einsum with fixed dim axes" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r3x2x4 shape 0:3|2:4->1:2 │ - │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r3x2x4 shape 0:3|2:4->1:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌────────────────────────────────┐ - │[1]: r3x4x1 shape 0:3|2:1->1:4 │ - │┌──────┬──────┬──────┬─────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2│axis 2│axis 2 ││ - │├──────┼──────┼──────┼─────────┤│ - ││axis 1│ 0.00 │ 4.00 │ 8.00 ││ - ││ │ 1.00 │ 5.00 │ 9.00 ││ - ││ │ 2.00 │ 6.00 │ 1.00e+1 ││ - ││ │ 3.00 │ 7.00 │ 1.10e+1 ││ - │└──────┴──────┴──────┴─────────┘│ - └────────────────────────────────┘ - |}]; + {| [1]: r3x4x1 shape 0:3|2:1->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -1450,159 +795,159 @@ let%expect_test "outer_sum simulating axis concatenation" = Tensor.print ~with_code:false ~with_grad:false `Default @@ positions; [%expect {| - ┌────────────────────────────────┐ - │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │ - │┌──────┬──────────────────┐ │ - ││0 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 0.00 0.00 0.00 │ │ - ││axis 2│ 0.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 0.00 4.00 │ │ - ││ │ 0.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 0.00 1.00 0.00 │ │ - ││axis 2│ 0.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 1.00 4.00 │ │ - ││ │ 0.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 0.00 2.00 0.00 │ │ - ││axis 2│ 0.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 2.00 4.00 │ │ - ││ │ 0.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 0.00 3.00 0.00 │ │ - ││axis 2│ 0.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 3.00 4.00 │ │ - ││ │ 0.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 0.00 4.00 0.00 │ │ - ││axis 2│ 0.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 0.00 4.00 4.00 │ │ - ││ │ 0.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││1 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 1.00 0.00 0.00 │ │ - ││axis 2│ 1.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 0.00 4.00 │ │ - ││ │ 1.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 1.00 1.00 0.00 │ │ - ││axis 2│ 1.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 1.00 4.00 │ │ - ││ │ 1.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 1.00 2.00 0.00 │ │ - ││axis 2│ 1.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 2.00 4.00 │ │ - ││ │ 1.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 1.00 3.00 0.00 │ │ - ││axis 2│ 1.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 3.00 4.00 │ │ - ││ │ 1.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 1.00 4.00 0.00 │ │ - ││axis 2│ 1.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 1.00 4.00 4.00 │ │ - ││ │ 1.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││2 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 2.00 0.00 0.00 │ │ - ││axis 2│ 2.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 0.00 4.00 │ │ - ││ │ 2.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 2.00 1.00 0.00 │ │ - ││axis 2│ 2.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 1.00 4.00 │ │ - ││ │ 2.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 2.00 2.00 0.00 │ │ - ││axis 2│ 2.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 2.00 4.00 │ │ - ││ │ 2.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 2.00 3.00 0.00 │ │ - ││axis 2│ 2.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 3.00 4.00 │ │ - ││ │ 2.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 2.00 4.00 0.00 │ │ - ││axis 2│ 2.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 2.00 4.00 4.00 │ │ - ││ │ 2.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - ├────────────────────────────────┤ - │┌──────┬──────────────────┐ │ - ││3 @ 0 │axis 3 │ │ - │├──────┼──────────────────┤ │ - ││0 @ 1 │ 3.00 0.00 0.00 │ │ - ││axis 2│ 3.00 0.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 0.00 4.00 │ │ - ││ │ 3.00 0.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││1 @ 1 │ 3.00 1.00 0.00 │ │ - ││axis 2│ 3.00 1.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 1.00 4.00 │ │ - ││ │ 3.00 1.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││2 @ 1 │ 3.00 2.00 0.00 │ │ - ││axis 2│ 3.00 2.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 2.00 4.00 │ │ - ││ │ 3.00 2.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││3 @ 1 │ 3.00 3.00 0.00 │ │ - ││axis 2│ 3.00 3.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 3.00 4.00 │ │ - ││ │ 3.00 3.00 5.00 │ │ - │├──────┼──────────────────┤ │ - ││4 @ 1 │ 3.00 4.00 0.00 │ │ - ││axis 2│ 3.00 4.00 1.00 │ │ - ││ │ ... ... ... │ │ - ││ │ 3.00 4.00 4.00 │ │ - ││ │ 3.00 4.00 5.00 │ │ - │└──────┴──────────────────┘ │ - └────────────────────────────────┘ + ┌──────────────────────────────────┐ + │[9]: ;=>+ shape 0:4,1:5,2:6,3:3 │ + │┌──────┬────────────────────────┐ │ + ││0 @ 0 │axis 3 │ │ + │├──────┼────────────────────────┤ │ + ││0 @ 1 │ 0.00 1.73e+2 1.21e+1 │ │ + ││axis 2│ 0.00 1.73e+2 1.31e+1 │ │ + ││ │ ... ... ... │ │ + ││ │ 0.00 1.73e+2 1.61e+1 │ │ + ││ │ 0.00 1.73e+2 1.71e+1 │ │ + │├──────┼────────────────────────┤ │ + ││1 @ 1 │ 0.00 1.74e+2 1.21e+1 │ │ + ││axis 2│ 0.00 1.74e+2 1.31e+1 │ │ + ││ │ ... ... ... │ │ + ││ │ 0.00 1.74e+2 1.61e+1 │ │ + ││ │ 0.00 1.74e+2 1.71e+1 │ │ + │├──────┼────────────────────────┤ │ + ││2 @ 1 │ 0.00 1.75e+2 1.21e+1 │ │ + ││axis 2│ 0.00 1.75e+2 1.31e+1 │ │ + ││ │ ... ... ... │ │ + ││ │ 0.00 1.75e+2 1.61e+1 │ │ + ││ │ 0.00 1.75e+2 1.71e+1 │ │ + │├──────┼────────────────────────┤ │ + ││3 @ 1 │ 0.00 1.76e+2 1.21e+1 │ │ + ││axis 2│ 0.00 1.76e+2 1.31e+1 │ │ + ││ │ ... ... ... │ │ + ││ │ 0.00 1.76e+2 1.61e+1 │ │ + ││ │ 0.00 1.76e+2 1.71e+1 │ │ + │├──────┼────────────────────────┤ │ + ││4 @ 1 │ 0.00 1.77e+2 1.21e+1 │ │ + ││axis 2│ 0.00 1.77e+2 1.31e+1 │ │ + ││ │ ... ... ... │ │ + ││ │ 0.00 1.77e+2 1.61e+1 │ │ + ││ │ 0.00 1.77e+2 1.71e+1 │ │ + │└──────┴────────────────────────┘ │ + ├──────────────────────────────────┤ + │┌──────┬────────────────────────┐ │ + ││1 @ 0 │axis 3 │ │ + │├──────┼────────────────────────┤ │ + ││0 @ 1 │ 1.00 3.27e+9 5.27e+7 │ │ + ││axis 2│ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + │├──────┼────────────────────────┤ │ + ││1 @ 1 │ 1.00 3.27e+9 5.27e+7 │ │ + ││axis 2│ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + │├──────┼────────────────────────┤ │ + ││2 @ 1 │ 1.00 3.27e+9 5.27e+7 │ │ + ││axis 2│ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + │├──────┼────────────────────────┤ │ + ││3 @ 1 │ 1.00 3.27e+9 5.27e+7 │ │ + ││axis 2│ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + │├──────┼────────────────────────┤ │ + ││4 @ 1 │ 1.00 3.27e+9 5.27e+7 │ │ + ││axis 2│ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + ││ │ 1.00 3.27e+9 5.27e+7 │ │ + │└──────┴────────────────────────┘ │ + ├──────────────────────────────────┤ + │┌──────┬────────────────────────┐ │ + ││2 @ 0 │axis 3 │ │ + │├──────┼────────────────────────┤ │ + ││0 @ 1 │ 2.00 1.28e+1 3.36e+7 │ │ + ││axis 2│ 2.00 1.28e+1 3.36e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 2.00 1.28e+1 3.36e+7 │ │ + ││ │ 2.00 1.28e+1 3.36e+7 │ │ + │├──────┼────────────────────────┤ │ + ││1 @ 1 │ 2.00 1.38e+1 3.36e+7 │ │ + ││axis 2│ 2.00 1.38e+1 3.36e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 2.00 1.38e+1 3.36e+7 │ │ + ││ │ 2.00 1.38e+1 3.36e+7 │ │ + │├──────┼────────────────────────┤ │ + ││2 @ 1 │ 2.00 1.48e+1 3.36e+7 │ │ + ││axis 2│ 2.00 1.48e+1 3.36e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 2.00 1.48e+1 3.36e+7 │ │ + ││ │ 2.00 1.48e+1 3.36e+7 │ │ + │├──────┼────────────────────────┤ │ + ││3 @ 1 │ 2.00 1.58e+1 3.36e+7 │ │ + ││axis 2│ 2.00 1.58e+1 3.36e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 2.00 1.58e+1 3.36e+7 │ │ + ││ │ 2.00 1.58e+1 3.36e+7 │ │ + │├──────┼────────────────────────┤ │ + ││4 @ 1 │ 2.00 1.68e+1 3.36e+7 │ │ + ││axis 2│ 2.00 1.68e+1 3.36e+7 │ │ + ││ │ ... ... ... │ │ + ││ │ 2.00 1.68e+1 3.36e+7 │ │ + ││ │ 2.00 1.68e+1 3.36e+7 │ │ + │└──────┴────────────────────────┘ │ + ├──────────────────────────────────┤ + │┌──────┬─────────────────────────┐│ + ││3 @ 0 │axis 3 ││ + │├──────┼─────────────────────────┤│ + ││0 @ 1 │ 3.00 3.02e+29 1.28e+2 ││ + ││axis 2│ 3.00 3.02e+29 1.29e+2 ││ + ││ │ ... ... ... ││ + ││ │ 3.00 3.02e+29 1.32e+2 ││ + ││ │ 3.00 3.02e+29 1.33e+2 ││ + │├──────┼─────────────────────────┤│ + ││1 @ 1 │ 3.00 3.02e+29 1.28e+2 ││ + ││axis 2│ 3.00 3.02e+29 1.29e+2 ││ + ││ │ ... ... ... ││ + ││ │ 3.00 3.02e+29 1.32e+2 ││ + ││ │ 3.00 3.02e+29 1.33e+2 ││ + │├──────┼─────────────────────────┤│ + ││2 @ 1 │ 3.00 3.02e+29 1.28e+2 ││ + ││axis 2│ 3.00 3.02e+29 1.29e+2 ││ + ││ │ ... ... ... ││ + ││ │ 3.00 3.02e+29 1.32e+2 ││ + ││ │ 3.00 3.02e+29 1.33e+2 ││ + │├──────┼─────────────────────────┤│ + ││3 @ 1 │ 3.00 3.02e+29 1.28e+2 ││ + ││axis 2│ 3.00 3.02e+29 1.29e+2 ││ + ││ │ ... ... ... ││ + ││ │ 3.00 3.02e+29 1.32e+2 ││ + ││ │ 3.00 3.02e+29 1.33e+2 ││ + │├──────┼─────────────────────────┤│ + ││4 @ 1 │ 3.00 3.02e+29 1.28e+2 ││ + ││axis 2│ 3.00 3.02e+29 1.29e+2 ││ + ││ │ ... ... ... ││ + ││ │ 3.00 3.02e+29 1.32e+2 ││ + ││ │ 3.00 3.02e+29 1.33e+2 ││ + │└──────┴─────────────────────────┘│ + └──────────────────────────────────┘ |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ ti; [%expect {| - ┌───────────────────────────┐ - │[1]: =>_ti shape 0:4,1:3 │ - │┌──────┬──────────────────┐│ - ││ │axis 1 ││ - │├──────┼──────────────────┤│ - ││axis 0│ 0.00 0.00 0.00 ││ - ││ │ 1.00 0.00 0.00 ││ - ││ │ 2.00 0.00 0.00 ││ - ││ │ 3.00 0.00 0.00 ││ - │└──────┴──────────────────┘│ - └───────────────────────────┘ + ┌──────────────────────────────────┐ + │[1]: =>_ti shape 0:4,1:3 │ + │┌──────┬─────────────────────────┐│ + ││ │axis 1 ││ + │├──────┼─────────────────────────┤│ + ││axis 0│ 0.00 1.73e+2 1.21e+1 ││ + ││ │ 1.00 3.27e+9 5.27e+7 ││ + ││ │ 2.00 1.28e+1 3.36e+7 ││ + ││ │ 3.00 3.02e+29 1.28e+2 ││ + │└──────┴─────────────────────────┘│ + └──────────────────────────────────┘ |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ tk; [%expect @@ -1644,54 +989,10 @@ let%expect_test "einsum with a leftmost input axis preserved as output axis" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[0]: r3x2x4_a shape 0:3|2:4->1:2 │ - │┌──────┬────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 0 │1 @ 0 │2 @ 0 ││ - ││ │axis 2 │axis 2 │axis 2 ││ - │├──────┼────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 3.00 │ 8.00 9.00 1.00e+1 1.10e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 ││ - ││ │ 4.00 5.00 6.00 7.00 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [0]: r3x2x4_a shape 0:3|2:4->1:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌────────────────────────────────────────────────────────────────┐ - │[1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 │ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││0 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 0.00 1.00 2.00 │ 3.00 4.00 5.00 ││ - ││ │ 6.00 7.00 8.00 │ 9.00 1.00e+1 1.10e+1 ││ - ││ │ 1.20e+1 1.30e+1 1.40e+1 │ 1.50e+1 1.60e+1 1.70e+1 ││ - ││ │ 1.80e+1 1.90e+1 2.00e+1 │ 2.10e+1 2.20e+1 2.30e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - ├────────────────────────────────────────────────────────────────┤ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││1 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 2.40e+1 2.50e+1 2.60e+1 │ 2.70e+1 2.80e+1 2.90e+1 ││ - ││ │ 3.00e+1 3.10e+1 3.20e+1 │ 3.30e+1 3.40e+1 3.50e+1 ││ - ││ │ 3.60e+1 3.70e+1 3.80e+1 │ 3.90e+1 4.00e+1 4.10e+1 ││ - ││ │ 4.20e+1 4.30e+1 4.40e+1 │ 4.50e+1 4.60e+1 4.70e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - ├────────────────────────────────────────────────────────────────┤ - │┌──────┬───────────────────────────┬───────────────────────────┐│ - ││2 @ 0 │0 @ 2 │1 @ 2 ││ - ││ │axis 3 │axis 3 ││ - │├──────┼───────────────────────────┼───────────────────────────┤│ - ││axis 1│ 4.80e+1 4.90e+1 5.00e+1 │ 5.10e+1 5.20e+1 5.30e+1 ││ - ││ │ 5.40e+1 5.50e+1 5.60e+1 │ 5.70e+1 5.80e+1 5.90e+1 ││ - ││ │ 6.00e+1 6.10e+1 6.20e+1 │ 6.30e+1 6.40e+1 6.50e+1 ││ - ││ │ 6.60e+1 6.70e+1 6.80e+1 │ 6.90e+1 7.00e+1 7.10e+1 ││ - │└──────┴───────────────────────────┴───────────────────────────┘│ - └────────────────────────────────────────────────────────────────┘ - |}]; + {| [1]: r3x4x2x3_b shape 0:3|2:2,3:3->1:4 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| @@ -1728,34 +1029,10 @@ let%expect_test "einsum permuting two leftmost input axes as output axes" = Train.forward_and_forget backend ctx c; Tensor.print ~with_code:false ~with_grad:false `Default @@ a; [%expect - {| - ┌───────────────────────────┐ - │[0]: r2x2_a shape 1:2->0:2 │ - │┌──────┬────────────┐ │ - ││ │axis 1 │ │ - │├──────┼────────────┤ │ - ││axis 0│ 0.00 1.00 │ │ - ││ │ 2.00 3.00 │ │ - │└──────┴────────────┘ │ - └───────────────────────────┘ - |}]; + {| [0]: r2x2_a shape 1:2->0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ b; [%expect - {| - ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐ - │[1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 │ - │┌──────┬────────────────────────────────────┬────────────────────────────────────┬────────────────────────────────────┐│ - ││ │0 @ 2 │1 @ 2 │2 @ 2 ││ - ││ │axis 3 │axis 3 │axis 3 ││ - │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││0 @ 1 │ 0.00 1.00 2.00 3.00 │ 4.00 5.00 6.00 7.00 │ 8.00 9.00 1.00e+1 1.10e+1 ││ - ││axis 0│ 2.40e+1 2.50e+1 2.60e+1 2.70e+1 │ 2.80e+1 2.90e+1 3.00e+1 3.10e+1 │ 3.20e+1 3.30e+1 3.40e+1 3.50e+1 ││ - │├──────┼────────────────────────────────────┼────────────────────────────────────┼────────────────────────────────────┤│ - ││1 @ 1 │ 1.20e+1 1.30e+1 1.40e+1 1.50e+1 │ 1.60e+1 1.70e+1 1.80e+1 1.90e+1 │ 2.00e+1 2.10e+1 2.20e+1 2.30e+1 ││ - ││axis 0│ 3.60e+1 3.70e+1 3.80e+1 3.90e+1 │ 4.00e+1 4.10e+1 4.20e+1 4.30e+1 │ 4.40e+1 4.50e+1 4.60e+1 4.70e+1 ││ - │└──────┴────────────────────────────────────┴────────────────────────────────────┴────────────────────────────────────┘│ - └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘ - |}]; + {| [1]: r2x2x3x4_b shape 1:2,2:3,3:4->0:2 <virtual> |}]; Tensor.print ~with_code:false ~with_grad:false `Default @@ c; [%expect {| jail: /usr/bin/su -l opam -c cd '/src' && env OCAMLCI='true' CI='true' DEPS='angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0' OPAMCOLOR='always' CLICOLOR_FORCE='1' '/usr/bin/env' 'bash' '-c' 'opam exec -- dune build @install @check @runtest && rm -rf _build': failed "jail" "-c" "name=obuilder_11788_91555" "mount.devfs" "path=/obuilder/result/4edddcac89fd3ea378f82798c026a9bf9d6235440e169b6b1fee137bb78153a2/rootfs" "vnet" "exec.start=/sbin/ifconfig lo0 127.0.0.1/8" "command=/usr/bin/su" "-l" "opam" "-c" "cd '/src' && env OCAMLCI='true' CI='true' DEPS='angstrom.0.16.1 astring.0.8.5 backoff.0.1.1 base.v0.17.3 base-bigarray.base base-bytes.base base-domains.base base-effects.base base-nnp.base base-threads.base base-unix.base bigarray-compat.1.1.0 bigstringaf.0.10.0 camlp-streams.5.0.1 camlzip.1.13 cmdliner.1.3.0 conf-libcurl.2 conf-libffi.2.0.0 conf-pkg-config.4 conf-zlib.1 cppo.1.8.0 csexp.1.5.2 csv.2.4 ctypes.0.23.0 ctypes-foreign.0.23.0 curl.0.10.0 dune.3.19.1 dune-configurator.3.19.1 fieldslib.v0.17.0 fmt.0.10.0 integers.0.7.0 jane-street-headers.v0.17.0 jst-config.v0.17.0 logs.0.8.0 mdx.2.5.0 mtime.2.1.0 multicore-magic.2.3.1 num.1.6 ocaml.5.3.0 ocaml-base-compiler.5.3.0 ocaml-compiler.5.3.0 ocaml-compiler-libs.v0.17.0 ocaml-config.3 ocaml-options-vanilla.1 ocaml-syntax-shims.1.0.0 ocaml-version.4.0.1 ocaml_intrinsics_kernel.v0.17.1 ocamlbuild.0.16.1 ocamlfind.1.9.8 parsexp.v0.17.0 pprint.20230830 ppx_assert.v0.17.0 ppx_base.v0.17.0 ppx_cold.v0.17.0 ppx_compare.v0.17.0 ppx_derivers.1.2.1 ppx_deriving.6.1.0 ppx_enumerate.v0.17.0 ppx_expect.v0.17.3 ppx_fields_conv.v0.17.0 ppx_globalize.v0.17.2 ppx_hash.v0.17.0 ppx_here.v0.17.0 ppx_inline_test.v0.17.1 ppx_minidebug.2.3.0 ppx_optcomp.v0.17.1 ppx_sexp_conv.v0.17.1 ppx_string.v0.17.0 ppx_variants_conv.v0.17.1 ppxlib.0.36.0 ppxlib_jane.v0.17.4 printbox.0.12 printbox-ext-plot.0.12 printbox-html.0.12 printbox-md.0.12 printbox-text.0.12 ptime.1.2.0 re.1.12.0 result.1.5 saturn_lockfree.0.5.0 seq.base sexplib.v0.17.0 sexplib0.v0.17.0 stdio.v0.17.0 stdlib-shims.0.3.0 thread-local-storage.0.2 time_now.v0.17.0 topkg.1.0.8 tyxml.4.6.0 uucp.16.0.0 uutf.1.0.4 variantslib.v0.17.0' OPAMCOLOR='always' CLICOLOR_FORCE='1' '/usr/bin/env' 'bash' '-c' 'opam exec -- dune build @install @check @runtest && rm -rf _build'" failed with exit status 1 2025-06-28 13:36.38: Job failed: Failed: Build failed